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ev-flow/quark-engine

⭐ 1718 Python added to this list on 2025-10-04 repository created 2019-10-22

Quark Agent is an AI-powered Android APK analysis tool designed to simplify and enhance the process of detecting vulnerabilities and malware in Android applications. It leverages natural language processing to allow users to perform security analyses by simply describing their ideas in natural language, which the system then translates into executable Quark Script code. This innovative approach eliminates the need for users to write complex code manually, making vulnerability detection more accessible and efficient. The project is actively developed and has been recognized in prominent security conferences such as Black Hat Arsenal Asia and DEFCON, highlighting its relevance and impact in the cybersecurity community. Quark Agent supports a user-friendly interface that includes both textual and visual workflow creation, allowing users to design detection workflows effortlessly through natural language commands or an intuitive drag-and-drop interface. This flexibility caters to both technical and non-technical users. Quark Agent integrates with OpenAI's API to enhance its natural language understanding capabilities, enabling it to generate and refine detection scripts dynamically based on user feedback. The tool is compatible with Python 3.10 and above and can be installed easily via pip. It supports the detection of various vulnerabilities, including CWE-798, and provides sample rule files and APK samples for testing. The project is part of the Honeynet Project and has participated in Google Summer of Code, reflecting its commitment to open-source development and community engagement. The team behind Quark Agent emphasizes innovation, challenging conventional methods, and prioritizing community benefit. Overall, Quark Agent represents a significant advancement in Android security analysis by combining AI-driven natural language processing with traditional malware detection techniques, making it a powerful tool for security researchers and developers alike.

https://github.com/ev-flow/quark-engine

aiai-poweredandroidandroid-apk-analysisartificial-intelligenceautomationblackboxblackbox-testingblackhatcybersecuritydefcondrag-and-dropgoogle-summer-of-codehoneynet-projectllm-agentmalware-detectionnatural-language-processingopenai-apipython-3.10quark-scriptsecurity-vulnerability-assessmentsecurity-workflowsuser-friendly-interfacevulnerabilityvulnerability-detection

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