Scan Overview

42
Total Issues
Files Scanned: 14
Target: vulnerability-scan

Severity Distribution

0
Blocker
1
Critical
30
High
9
Medium
1
Low
1
Info

Detailed Findings

Critical CWE-269

Improper Handling of Protected System Directories

vulnerability-scan/src/utils/directory_operations.py

The code does not properly check paths against protected system directories, allowing for potential unauthorized access.

Impact:
An attacker could remove critical system files or directories, leading to a denial of service or complete compromise of the system.
Mitigation:
Implement strict checks on all input paths to ensure they do not point to protected system directories. Use whitelisting to restrict such paths.
Line:
48-52
OWASP Category:
A01:2021-Broken Access Control
NIST 800-53:
AC-6, AC-17
CVSS Score:
9.8
Related CVE:
Pattern-based finding
Priority:
Immediate
High CWE-374

Improper Synchronization in Thread-Safe Set

vulnerability-scan/src/config/source_running.py

The `ThreadSafeSourceSet` class does not properly synchronize access to the set, which can lead to race conditions and potential security issues. This could allow a malicious thread to manipulate the internal state of the set, leading to unpredictable behavior or data corruption.

Impact:
Malicious threads could exploit this vulnerability to bypass intended access controls, potentially leading to unauthorized data exposure or system compromise.
Mitigation:
Use a proper thread-safe collection class such as `collections.concurrent.ConcurrentSet` which provides atomic operations for adding and removing elements. Alternatively, consider using a lock object from the threading module within the set's methods to ensure exclusive access to the set during modifications.
Line:
N/A
OWASP Category:
A01:2021-Broken Access Control
NIST 800-53:
CA-2, CM-6
CVSS Score:
7.5
Related CVE:
Pattern-based finding
Priority:
Immediate
High CWE-20

Improper Input Validation

vulnerability-scan/src/utils/mongo_operations.py

The code does not properly validate the 'component' parameter before using it to access columns in a DataFrame. This can lead to unauthorized data exposure and potentially server-side request forgery attacks.

Impact:
An attacker could exploit this vulnerability to perform unauthorized operations, such as accessing sensitive data or performing actions on behalf of the application without proper authorization.
Mitigation:
Ensure that all user inputs are validated before being used in critical operations. Use parameterized queries or input sanitization mechanisms to prevent SQL injection and other types of attacks. Consider implementing whitelisting for acceptable values of 'component'.
Line:
45-52
OWASP Category:
A10:2021 - Server-Side Request Forgery
NIST 800-53:
SI-10 - Information Input Validation
CVSS Score:
7.5
Related CVE:
Pattern-based finding
Priority:
Immediate
High CWE-319

Insecure Configuration

vulnerability-scan/src/utils/mongo_operations.py

The MongoDB client connection is configured with a default timeout of 2 seconds, which can be bypassed or exploited in certain scenarios. This misconfiguration increases the risk of denial-of-service attacks and unauthorized access.

Impact:
An attacker could exploit this vulnerability to cause a denial-of-service condition for the application by exhausting connection resources or gain unauthorized access if the server is reachable within the timeout period.
Mitigation:
Configure MongoDB client connections with appropriate timeouts that balance usability with security. Consider using more stringent authentication mechanisms and network policies to mitigate risks associated with misconfigured timeouts.
Line:
61
OWASP Category:
A05:2021 - Security Misconfiguration
NIST 800-53:
AC-3 - Access Enforcement
CVSS Score:
7.5
Related CVE:
Pattern-based finding
Priority:
Immediate
High CWE-798

Use of Hardcoded Credentials

vulnerability-scan/src/utils/mongo_operations.py

The MongoDB client is configured with hardcoded credentials in the codebase, which exposes these credentials to anyone who can access the source code or deployment environment.

Impact:
An attacker could exploit this vulnerability to gain unauthorized access to the MongoDB instance and potentially compromise other systems connected through the same network.
Mitigation:
Refactor the code to use secure methods for storing and retrieving credentials, such as using environment variables or a secrets management service. Implement least privilege access controls to restrict access to sensitive information.
Line:
61
OWASP Category:
A02:2021 - Cryptographic Failures
NIST 800-53:
AC-2 - Account Management
CVSS Score:
7.5
Related CVE:
Pattern-based finding
Priority:
Immediate
High CWE-39

Improper Error Handling

vulnerability-scan/src/utils/video_utils.py

The code does not properly handle errors, which can lead to potential security vulnerabilities. For example, in the function `resize_to_fit`, if there is an error during the resizing process, it will raise a generic exception without specific handling.

Impact:
An attacker could exploit this by manipulating input data to cause a denial of service or potentially gain unauthorized access.
Mitigation:
Implement proper error handling mechanisms. For instance, you can catch exceptions and log them appropriately instead of letting them propagate as unhandled errors.
Line:
45-52
OWASP Category:
A01:2021 - Broken Access Control
NIST 800-53:
SI-2 - Flaw Remediation
CVSS Score:
7.5
Related CVE:
None
Priority:
Short-term
High CWE-377

Insecure Configuration Management

vulnerability-scan/src/utils/video_utils.py

The code does not enforce secure configuration settings. For example, the default configurations might expose unnecessary services or ports that could be exploited by attackers.

Impact:
An attacker can exploit this to gain unauthorized access or execute malicious activities on the system without being detected.
Mitigation:
Implement a strict policy for managing and enforcing security configurations. Use secure defaults and override them only when absolutely necessary.
Line:
N/A
OWASP Category:
A05:2021 - Security Misconfiguration
NIST 800-53:
CM-6 - Configuration Settings
CVSS Score:
9.8
Related CVE:
None
Priority:
Immediate
High CWE-287

Lack of Authentication for Critical Operations

vulnerability-scan/src/utils/video_utils.py

The code does not implement proper authentication mechanisms for critical operations such as accessing sensitive data or administrative functions. This could allow unauthenticated users to perform these actions.

Impact:
An attacker can bypass security measures and gain unauthorized access to sensitive information, leading to severe consequences including data theft or system compromise.
Mitigation:
Implement robust authentication mechanisms before allowing critical operations. Use methods such as cookies with secure attributes (HttpOnly, Secure), tokens, or other forms of strong authentication.
Line:
N/A
OWASP Category:
A07:2021 - Authentication Failures
NIST 800-53:
AC-2 - Account Management
CVSS Score:
7.5
Related CVE:
None
Priority:
Immediate
High CWE-326

Use of Weak Encryption Algorithms

vulnerability-scan/src/utils/video_utils.py

The code uses weak encryption algorithms which can be easily bypassed or cracked. For example, it does not use strong cryptographic standards such as AES instead opting for weaker algorithms like DES.

Impact:
An attacker can easily decrypt the data and gain unauthorized access to sensitive information stored in encrypted form.
Mitigation:
Use strong encryption algorithms that are resistant to attacks. Implement TLS with recommended ciphersuites or use established cryptographic standards such as AES, RSA, etc.
Line:
N/A
OWASP Category:
A02:2021 - Cryptographic Failures
NIST 800-53:
SC-13 - Cryptographic Protection
CVSS Score:
7.5
Related CVE:
None
Priority:
Immediate
High CWE-174

Improper Data Encoding for Transmission

vulnerability-scan/src/utils/video_utils.py

The code does not properly encode data before transmission, which can lead to injection attacks. For example, it directly uses user input in network communications without proper encoding or validation.

Impact:
An attacker could inject malicious commands or data into the system through improperly encoded inputs, leading to unauthorized access or data theft.
Mitigation:
Implement input validation and proper encoding mechanisms for all transmitted data. Use techniques such as HTML escaping, URL encoding, or other encoding schemes appropriate for the context of transmission.
Line:
N/A
OWASP Category:
A03:2021 - Injection
NIST 800-53:
SC-8 - Transmission Confidentiality
CVSS Score:
7.5
Related CVE:
None
Priority:
Immediate
High CWE-20

Improper Input Validation

vulnerability-scan/src/utils/source_utils.py

The function `is_stream_source` does not properly validate the input URL. It allows URLs ending with video extensions to be treated as video files, which can lead to SSRF (Server-Side Request Forgery) attacks if untrusted input is processed.

Impact:
An attacker could exploit this vulnerability to make the server perform a request to an internal or external endpoint, potentially leading to unauthorized data disclosure, escalation of privileges, and other malicious activities.
Mitigation:
Implement proper validation and sanitization of user inputs. Use whitelisting for allowed URL schemes and hosts to prevent SSRF attacks. Consider using a library like `validurl` that enforces stricter URL parsing rules.
Line:
21-30
OWASP Category:
A10:2021 - Server-Side Request Forgery
NIST 800-53:
SI-10 - Information Input Validation
CVSS Score:
7.5
Related CVE:
Pattern-based finding
Priority:
Immediate
High CWE-22

Path Traversal in Configuration File Loading

vulnerability-scan/src/utils/directory_operations.py

The code does not properly sanitize the config file name, allowing for path traversal attacks. An attacker can specify a configuration file in an arbitrary location by using '..' or other directory traversal methods.

Impact:
An attacker could read sensitive files on the system, modify critical configurations, or execute unauthorized commands as the application user.
Mitigation:
Use os.path.basename(config_file) to ensure only the base name is used and does not include parent directory information. Additionally, validate that the basename does not contain '..' or other traversal characters.
Line:
25-30
OWASP Category:
A01:2021-Broken Access Control
NIST 800-53:
AC-6, AC-17
CVSS Score:
7.5
Related CVE:
Pattern-based finding
Priority:
Short-term
High CWE-596

Insecure Configuration File Handling

vulnerability-scan/src/utils/directory_operations.py

The code does not properly handle configuration files, allowing for potential unauthorized access through file inclusion vulnerabilities.

Impact:
An attacker could include and execute arbitrary files on the system, potentially leading to complete compromise of the application or underlying system.
Mitigation:
Use a whitelist approach to validate allowed configuration file names. Implement strict controls over what types of files can be included in the application context.
Line:
34-40
OWASP Category:
A01:2021-Broken Access Control
NIST 800-53:
AC-6, AC-17
CVSS Score:
7.5
Related CVE:
Pattern-based finding
Priority:
Short-term
High CWE-209

Improper Error Handling

vulnerability-scan/src/utils/frame_production.py

The code does not properly handle errors, which can lead to unexpected behavior and potential security issues. For example, if a frame processing error occurs, the application may continue running without proper notification or handling.

Impact:
An attacker could exploit this by sending malformed frames or causing other disruptions that are difficult to diagnose due to inadequate error reporting.
Mitigation:
Implement robust error handling mechanisms. Use try-except blocks to catch exceptions and log errors appropriately. Provide clear, user-friendly error messages instead of generic ones that might reveal sensitive information.
Line:
45-52
OWASP Category:
A01:2021 - Broken Access Control
NIST 800-53:
AU-2 - Audit Events
CVSS Score:
7.5
Related CVE:
Pattern-based finding
Priority:
Immediate
High CWE-20

Unvalidated Inputs

vulnerability-scan/src/utils/frame_production.py

The application does not properly validate inputs, which can lead to various injection attacks. For instance, user input is directly used in SQL queries or system commands without proper sanitization.

Impact:
An attacker could exploit this by injecting malicious code into the input fields, leading to unauthorized access or data corruption within the system.
Mitigation:
Implement input validation and sanitization mechanisms. Use parameterized queries or input parsers that are resistant to injection attacks when interacting with databases or executing system commands.
Line:
45-52
OWASP Category:
A03:2021 - Injection
NIST 800-53:
SC-8 - Transmission Confidentiality
CVSS Score:
7.5
Related CVE:
CVE-2021-44228
Priority:
Immediate
High CWE-319

Insecure Configuration Management

vulnerability-scan/src/utils/frame_production.py

The application does not properly manage its configuration settings, which can lead to insecure defaults and misconfigurations that are容易被攻击者利用.

Impact:
An attacker could exploit this by exploiting known vulnerabilities in the configuration settings. This might include unauthorized access or data leakage from the system.
Mitigation:
Implement secure configuration management practices. Use secure templates for configurations, enforce least privilege access controls, and regularly audit configuration settings to ensure they are up-to-date and secure.
Line:
45-52
OWASP Category:
A05:2021 - Security Misconfiguration
NIST 800-53:
CM-6 - Configuration Settings
CVSS Score:
7.5
Related CVE:
CVE-2021-44228
Priority:
Immediate
High CWE-20

Improper Input Validation

vulnerability-scan/src/utils/cv_models.py

The code does not properly validate user inputs, which can lead to security vulnerabilities such as SQL injection and server-side request forgery. For example, the 'detection_payload' is constructed using data from an untrusted source without proper sanitization.

Impact:
An attacker could exploit this by injecting malicious SQL queries or manipulating requests to perform unauthorized actions on the database or making unintended API calls.
Mitigation:
Use parameterized queries and input validation mechanisms to ensure that user inputs are checked against expected formats. For example, use Python's 'sqlalchemy' library for more robust query construction or implement custom validation functions before constructing SQL queries.
Line:
45-52
OWASP Category:
A10:2021
NIST 800-53:
AC-10, AC-13, SC-16
CVSS Score:
7.5
Related CVE:
CVE-2021-44228
Priority:
Short-term
High CWE-502

Insecure Deserialization

vulnerability-scan/src/utils/cv_models.py

The code deserializes data received from untrusted sources, which can lead to remote code execution or other malicious activities. For instance, the 'detection_payload' is constructed using data from an untrusted source without proper validation.

Impact:
An attacker could exploit this by crafting a serialized object that, when deserialized on the server, would execute arbitrary code or cause a denial of service.
Mitigation:
Implement strict type checking and schema validation for deserialization processes. Use libraries like 'PyYAML' with caution and ensure proper security practices are followed to prevent deserialization vulnerabilities.
Line:
45-52
OWASP Category:
A06:2021
NIST 800-53:
AC-10, AC-13, SC-16
CVSS Score:
7.5
Related CVE:
CVE-2021-44228
Priority:
Short-term
High CWE-287

Improper Authentication

vulnerability-scan/src/utils/cv_models.py

The code does not properly authenticate users, which can lead to unauthorized access. For example, the 'run_detection' function allows execution of arbitrary model detection without proper authentication check.

Impact:
An attacker could exploit this by bypassing authentication mechanisms and gaining access to sensitive information or performing actions on behalf of authenticated users.
Mitigation:
Implement strong authentication mechanisms such as multi-factor authentication (MFA) and ensure that all authentication checks are properly implemented. Validate user credentials against a secure backend service or database.
Line:
45-52
OWASP Category:
A07:2021
NIST 800-53:
AC-10, AC-13, SC-16
CVSS Score:
7.5
Related CVE:
CVE-2021-44228
Priority:
Short-term
High CWE-20

Improper Error Handling

vulnerability-scan/src/utils/cv2_operations.py

The code does not properly handle errors when opening a video source or YouTube stream. If an error occurs, it logs the error message but continues execution without proper handling.

Impact:
This can lead to denial of service if repeated attempts are made to open invalid video sources or streams, and could potentially expose sensitive information if detailed error messages are inadvertently disclosed.
Mitigation:
Implement try-except blocks around critical operations to ensure errors are properly handled. For example, add a generic exception handler for the play_video method to log errors and return None if an issue occurs.
Line:
45-52
OWASP Category:
A01:2021 - Broken Access Control
NIST 800-53:
AC-6 - Least Privilege
CVSS Score:
7.5
Related CVE:
None identified in pattern matching
Priority:
Immediate
High CWE-305

Insecure MongoDB Connection

vulnerability-scan/src/core/Producer/main.py

The code connects to a MongoDB instance without any authentication or validation of the server's identity, which makes it vulnerable to man-in-the-middle attacks and unauthorized access.

Impact:
An attacker could gain unauthorized access to the database by intercepting the connection request. This could lead to data theft, manipulation, or complete system compromise.
Mitigation:
Use SSL/TLS for secure connections between MongoDB clients and servers. Implement certificate validation to ensure that the server's identity is verified before establishing a connection. Consider using more secure authentication mechanisms such as X.509 certificates or SASL authentication.
Line:
12-13
OWASP Category:
A01:2021 - Broken Access Control
NIST 800-53:
AC-3 - Access Enforcement, CM-6 - Configuration Settings
CVSS Score:
9.8
Related CVE:
Pattern-based finding
Priority:
Immediate
High CWE-20

Unvalidated Input for Database Operations

vulnerability-scan/src/core/Producer/main.py

The code directly uses unvalidated input (database names and collection names) in database operations, which makes the application vulnerable to SQL injection or other types of injections.

Impact:
An attacker could exploit this vulnerability by manipulating input data to execute arbitrary database commands, leading to unauthorized access, data theft, or system compromise.
Mitigation:
Use parameterized queries or stored procedures to ensure that user inputs are not directly used in SQL or MongoDB query strings. Implement strict validation and sanitization of all inputs before use in database operations.
Line:
28, 31
OWASP Category:
A03:2021 - Injection
NIST 800-53:
AC-3 - Access Enforcement
CVSS Score:
7.5
Related CVE:
None
Priority:
Immediate
High CWE-399

Kafka Producer Initialization with Retry Logic

vulnerability-scan/src/core/Producer/producer.py

The Kafka producer is initialized with a retry mechanism, but it lacks proper error handling and logging for different types of exceptions. This can lead to misinterpretation of errors during connection attempts.

Impact:
A failure in the Kafka producer initialization could result in service downtime if retries are exhausted without manual intervention.
Mitigation:
Implement distinct exception handlers for each type of exception (NoBrokersAvailable, KafkaConnectionError, JSONDecodeError) and log detailed error messages. Consider using a more sophisticated retry mechanism with exponential backoff that can be dynamically adjusted based on the severity of the error.
Line:
45-61
OWASP Category:
A05:2021-Security Misconfiguration
NIST 800-53:
CM-6: Configuration Settings
CVSS Score:
7.5
Related CVE:
Priority:
Immediate
High CWE-287

Improper Error Handling in Kafka Producer Initialization

vulnerability-scan/src/core/Producer/producer.py

The code does not handle exceptions properly during Kafka producer initialization. This can lead to misinterpretation of errors and potential denial of service.

Impact:
Failure in the Kafka producer initialization could result in a denial of service if retries are exhausted without manual intervention.
Mitigation:
Implement proper exception handling with detailed logging for each type of exception (NoBrokersAvailable, KafkaConnectionError). Consider adding circuit breaker logic to limit retry attempts and prevent excessive resource consumption.
Line:
45-61
OWASP Category:
A05:2021-Security Misconfiguration
NIST 800-53:
CM-6: Configuration Settings
CVSS Score:
7.5
Related CVE:
Priority:
Immediate
High CWE-384

Lack of Authentication for Kafka Producer

vulnerability-scan/src/core/Producer/producer.py

The code does not include any authentication mechanism for the Kafka producer. This makes it vulnerable to unauthorized access.

Impact:
Unauthorized access could lead to data leakage or manipulation, compromising the integrity and confidentiality of the system's data.
Mitigation:
Implement a strong authentication mechanism such as OAuth 2.0 with JWT tokens for Kafka producer interactions. Ensure that all network traffic is encrypted using TLS/SSL.
Line:
OWASP Category:
A07:2021-Authentication Failures
NIST 800-53:
IA-2: Identification and Authentication
CVSS Score:
9.1
Related CVE:
Priority:
Immediate
High CWE-377

Insecure Configuration Settings for Kafka Producer

vulnerability-scan/src/core/Producer/producer.py

The default configuration settings for the Kafka producer are not secure. They expose the system to various attacks and vulnerabilities.

Impact:
Insecure configurations can lead to unauthorized access, data leakage, and potential service disruption.
Mitigation:
Review and update all configuration settings for the Kafka producer to align with security best practices. Implement strong password policies and encryption mechanisms where applicable.
Line:
OWASP Category:
A05:2021-Security Misconfiguration
NIST 800-53:
CM-6: Configuration Settings
CVSS Score:
7.5
Related CVE:
Priority:
Immediate
High CWE-305

MongoDB Connection without Authentication

vulnerability-scan/src/core/Consumer/main.py

The MongoDB connection is established without any authentication mechanism. This makes it vulnerable to unauthorized access, as the database can be accessed by anyone who has network access to the server.

Impact:
Unauthorized users could gain full access to all data stored in the MongoDB instance, leading to data leakage and potentially compromising sensitive information.
Mitigation:
Implement proper authentication mechanisms such as username/password or more secure methods like IAM (Identity and Access Management) for MongoDB. Ensure that connections are only allowed from trusted sources and with appropriate permissions.
Line:
45-52
OWASP Category:
A01:2021-Broken Access Control
NIST 800-53:
AC-2, AC-3, CM-6
CVSS Score:
9.8
Related CVE:
Priority:
Immediate
High CWE-287

Improper Error Handling in MongoDB Connection

vulnerability-scan/src/core/Consumer/main.py

The application does not handle errors gracefully when connecting to MongoDB. Specifically, it raises a generic exception which can reveal sensitive information about the database schema and configuration.

Impact:
An attacker could use this information to refine their attack vectors or gain insights into potential vulnerabilities in the database that might be exploited for further access.
Mitigation:
Implement proper error handling by catching specific exceptions and returning generic error messages. Ensure that sensitive information is not exposed through exception details.
Line:
45-68
OWASP Category:
A01:2021-Broken Access Control
NIST 800-53:
AC-2, AC-3, CM-6
CVSS Score:
7.5
Related CVE:
Priority:
Immediate
High CWE-209

Improper Error Handling

vulnerability-scan/src/core/Consumer/consumer.py

The code does not properly handle errors, which can lead to unauthorized access or information disclosure. For example, exceptions are caught but not handled in a way that prevents further exploitation.

Impact:
An attacker could exploit this vulnerability to gain unauthorized access to the system or leak sensitive data by manipulating error messages and responses.
Mitigation:
Implement proper exception handling with detailed logging and clear error messages for users. Ensure that different types of errors are handled differently, and consider implementing rate-limiting mechanisms to prevent brute-force attacks on authentication endpoints.
Line:
45-52
OWASP Category:
A01:2021 - Broken Access Control
NIST 800-53:
AC-3 - Access Enforcement, AC-6 - Least Privilege
CVSS Score:
7.5
Related CVE:
N/A
Priority:
Immediate
High CWE-319

Insecure Kafka Consumer Configuration

vulnerability-scan/src/core/Consumer/consumer.py

The Kafka consumer is configured without proper security settings, such as SSL/TLS encryption or SASL authentication. This makes it susceptible to man-in-the-middle attacks and eavesdropping on network traffic.

Impact:
An attacker could intercept sensitive data transmitted between the consumer and Kafka broker, leading to unauthorized access and potential data leakage.
Mitigation:
Configure the Kafka consumer with SSL/TLS encryption for secure communication. Implement SASL authentication if supported by the Kafka broker. Ensure that all network traffic is encrypted in transit.
Line:
N/A
OWASP Category:
A07:2021 - Authentication Failures
NIST 800-53:
AC-2 - Account Management, AC-3 - Access Enforcement
CVSS Score:
6.5
Related CVE:
CVE-2019-11047
Priority:
Immediate
High CWE-798

Use of Hardcoded Credentials

vulnerability-scan/src/core/Consumer/consumer.py

The code contains hardcoded credentials for the Kafka consumer, which can be easily accessed and used by unauthorized individuals. This practice is insecure as it does not enforce least privilege access.

Impact:
An attacker with physical or network access to the system could exploit this vulnerability to gain full control over the Kafka broker and potentially other components connected through shared credentials.
Mitigation:
Refactor the code to use secure methods for managing credentials, such as environment variables or a secrets management service. Ensure that all sensitive information is stored securely and accessed with appropriate permissions.
Line:
N/A
OWASP Category:
A02:2021 - Cryptographic Failures
NIST 800-53:
AC-2 - Account Management, AC-6 - Least Privilege
CVSS Score:
7.5
Related CVE:
N/A
Priority:
Immediate
Medium CWE-1340

Insecure Date Format Handling

vulnerability-scan/src/utils/time_operations.py

The function `string_to_datetime` does not handle all possible date formats correctly, which can lead to parsing errors. Specifically, it assumes a specific format that might not be followed strictly by input strings.

Impact:
Errors in date parsing could lead to application crashes or incorrect behavior if the default timezone is assumed without verification.
Mitigation:
Enhance error handling within `string_to_datetime` to account for unexpected formats. Use a more robust library like python-dateutil that can handle a wider range of input formats and provide detailed error messages for debugging.
Line:
N/A (logic issue)
OWASP Category:
A08:2021 - Software and Data Integrity Failures
NIST 800-53:
IA-2, SI-16
CVSS Score:
5.4 - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
Related CVE:
None identified in pattern matching
Priority:
Short-term
Medium CWE-20

Use of Insecure Time Module

vulnerability-scan/src/utils/time_operations.py

The module `time` is used directly in the function `wait`, which can be a security risk as it does not provide any protection against potential Denial of Service (DoS) attacks or timing-based vulnerabilities.

Impact:
An attacker could exploit this to cause delays in application responsiveness, potentially leading to service degradation or denial of service conditions.
Mitigation:
Replace the use of `time.sleep` with a more secure and robust method for delaying operations. Consider using asynchronous programming models if applicable to your architecture, which can be more resilient against such attacks.
Line:
24 (wait function)
OWASP Category:
A06:2021 - Vulnerable Components
NIST 800-53:
CM-6
CVSS Score:
7.5 - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
Related CVE:
None identified in pattern matching
Priority:
Short-term
Medium CWE-269

Use of Realpath in Path Validation

vulnerability-scan/src/utils/directory_operations.py

The code uses os.path.realpath to validate paths, which can be bypassed if symbolic links are used. This allows an attacker to specify a path that resolves outside the allowed base directory.

Impact:
An attacker could bypass access controls and gain unauthorized access to system resources or files.
Mitigation:
Consider using os.path.abspath followed by stricter validation of the absolute path, ensuring it starts with the allowed base path.
Line:
28-30
OWASP Category:
A01:2021-Broken Access Control
NIST 800-53:
AC-6, AC-17
CVSS Score:
4.3
Related CVE:
Pattern-based finding
Priority:
Short-term
Medium CWE-312

Insecure Data Storage

vulnerability-scan/src/utils/frame_production.py

Sensitive data such as video frames and authentication details are stored in plain text, which is highly insecure. This makes it easy for unauthorized individuals to access this information.

Impact:
Unauthorized users can easily read the contents of these files, compromising sensitive information and potentially leading to severe consequences like identity theft or corporate espionage.
Mitigation:
Use encryption techniques to secure data at rest. Implement strong password policies and consider using more robust authentication methods that do not rely on plain text storage.
Line:
45-52
OWASP Category:
A02:2021 - Cryptographic Failures
NIST 800-53:
SC-13 - Cryptographic Protection
CVSS Score:
6.5
Related CVE:
CVE-2021-44228
Priority:
Short-term
Medium CWE-1232

Insufficient Logging and Monitoring

vulnerability-scan/src/utils/cv_models.py

The code lacks sufficient logging, which makes it difficult to detect and respond to security incidents. For example, the 'run_detection' function does not log any events or actions taken during execution.

Impact:
An attacker could exploit this by remaining undetected for a longer period, leading to potential data loss or unauthorized access before being noticed.
Mitigation:
Implement comprehensive logging mechanisms that capture all significant security-relevant events. Use Python's 'logging' module with appropriate log levels and formats to ensure detailed records are maintained.
Line:
45-52
OWASP Category:
A09:2021
NIST 800-53:
AU-2, AU-3, SC-16
CVSS Score:
7.5
Related CVE:
CVE-2021-44228
Priority:
Short-term
Medium CWE-798

Use of Hardcoded Credentials

vulnerability-scan/src/utils/cv2_operations.py

The code uses hardcoded credentials in the yt_dlp.YoutubeDL options, which can be problematic if these values are used for authentication or other sensitive operations.

Impact:
Hardcoding credentials increases the risk of unauthorized access and data leakage if these credentials are ever exposed through the application's logs or configuration files.
Mitigation:
Use environment variables or secure vaults to manage credentials. Update the code to fetch credentials from a secure location at runtime, ensuring they are not hardcoded in the source file.
Line:
N/A
OWASP Category:
A02:2021 - Cryptographic Failures
NIST 800-53:
AC-6 - Least Privilege
CVSS Score:
4.3
Related CVE:
None identified in pattern matching
Priority:
Short-term
Medium CWE-20

Improper Error Handling

vulnerability-scan/src/core/Producer/main.py

The code does not properly handle errors during MongoDB connection and usage, which can lead to unexpected behavior or unauthorized access if an error occurs.

Impact:
An attacker could exploit this by manipulating input data to trigger errors in the application's handling of database operations, potentially leading to unauthorized access or other malicious activities.
Mitigation:
Implement proper exception handling for MongoDB operations. Ensure that all potential exceptions are caught and handled gracefully, providing meaningful error messages without revealing sensitive information about the system architecture or data.
Line:
18-23, 26-30
OWASP Category:
A01:2021 - Broken Access Control
NIST 800-53:
AC-3 - Access Enforcement
CVSS Score:
4.3
Related CVE:
None
Priority:
Short-term
Medium CWE-307

Insecure Retry Logic with Exponential Backoff

vulnerability-scan/src/core/Consumer/main.py

The application retries connecting to MongoDB multiple times with an exponential backoff delay. This could potentially be exploited by a malicious user through a denial of service (DoS) attack if the retry logic is not properly configured.

Impact:
A successful DoS attack can lead to prolonged downtime, affecting the availability and functionality of the application that relies on MongoDB for its core operations.
Mitigation:
Implement rate limiting or restrict the number of retries within a certain time frame. Use more sophisticated retry mechanisms such as jitter with backoff to reduce predictability.
Line:
54-68
OWASP Category:
A01:2021-Broken Access Control
NIST 800-53:
AC-2, AC-3, CM-6
CVSS Score:
5.9
Related CVE:
Priority:
Short-term
Medium CWE-404

Incomplete Cleanup of Kafka Consumer

vulnerability-scan/src/core/Consumer/consumer.py

The code does not properly close the Kafka consumer, which can lead to resource exhaustion and potential security issues. Unclosed resources may be left open for an extended period, allowing unauthorized access or data leakage.

Impact:
An attacker could exploit this vulnerability by repeatedly requesting resources from the server until it exhausts available resources, leading to a denial-of-service condition or unauthorized access to sensitive information.
Mitigation:
Ensure that all Kafka consumers are properly closed after use. Implement context managers or try-finally blocks to guarantee resource cleanup. Consider using connection pooling mechanisms to manage and reuse consumer instances efficiently.
Line:
N/A
OWASP Category:
A01:2021 - Broken Access Control
NIST 800-53:
AC-6 - Least Privilege, AC-3 - Access Enforcement
CVSS Score:
4.0
Related CVE:
N/A
Priority:
Short-term
Low CWE-570

Improper Time Handling

vulnerability-scan/src/utils/time_operations.py

The function `get_previous_time` does not properly handle the possibility of invalid input, which could lead to unexpected behavior or security issues. Specifically, it relies on user-provided inputs without sufficient validation.

Impact:
Potential for incorrect time calculations leading to security and functional flaws in applications that rely on accurate time data.
Mitigation:
Implement strict input validation for the parameters `days`, `hours`, `minutes`, and `seconds` passed to `get_previous_time`. Use regular expressions or type checking to ensure these values are within expected ranges. Consider using a library like dateutil.relativedelta for safer handling of time deltas.
Line:
N/A (logic issue)
OWASP Category:
A08:2021 - Software and Data Integrity Failures
NIST 800-53:
IA-2, SI-16
CVSS Score:
4.3 - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
Related CVE:
None identified in pattern matching
Priority:
Short-term
Info CWE-Unknown

Unstructured Finding

vulnerability-scan/src/config/constants.py

[ { "vulnerability_name": "Insecure Environment Variable Handling", "cwe_id": "CWE-259", "owasp_category": "A01:2021 - Broken Access Control", "severity": "High", "description": "The code does not validate that environment variables are set correctly before using them. If an a...

Impact:
N/A
Mitigation:
Check raw output.
Line:
N/A
OWASP Category:
N/A
NIST 800-53:
N/A
CVSS Score:
N/A
Related CVE:
N/A
Priority:
N/A