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🦑 AI models and tools for cybersecurity and hacking research

1. Code Analysis and Security Tools
- CodeBERT: AI model for secure code analysis.
URL: [https://huggingface.co/microsoft/codebert-base](https://huggingface.co/microsoft/codebert-base)
- DeepCode by Snyk: Detects vulnerabilities in codebases.
URL: [https://www.deepcode.ai/](https://www.deepcode.ai/)
- Joern: Open-source code analysis tool designed for vulnerability discovery.
URL: [https://joern.io/](https://joern.io/)

2. Adversarial Models and Simulations
- DeepExploit: Automates penetration testing with AI-driven attacks.
URL: [https://github.com/13o-bbr-bbq/machine_learning_security](https://github.com/13o-bbr-bbq/machine_learning_security)
- TextAttack: Framework for generating adversarial text for NLP systems.
URL: [https://github.com/QData/TextAttack](https://github.com/QData/TextAttack)
- Foolbox: Test the robustness of AI models with adversarial inputs.
URL: [https://foolbox.readthedocs.io/](https://foolbox.readthedocs.io/)

3. Malware Detection and Threat Intelligence
- MalConv: Neural network for malware detection from raw binaries.
URL: [https://github.com/Endermanch/MalwareDatabase](https://github.com/Endermanch/MalwareDatabase)
- Cuckoo Sandbox AI: Analyze malware behavior with AI integration.
URL: [https://cuckoosandbox.org/](https://cuckoosandbox.org/)
- Viper Framework: Malware and binary analysis toolset.
URL: [https://github.com/viper-framework/viper](https://github.com/viper-framework/viper)

4. Image and Data Analysis Tools
- YOLO (You Only Look Once): Detect anomalies or objects in visual data.
URL: [https://github.com/ultralytics/yolov5](https://github.com/ultralytics/yolov5)
- AutoML Vision by Google: Train custom vision models for detecting tampering.
URL: [https://cloud.google.com/automl](https://cloud.google.com/automl)

5. Network and System Monitoring Tools
- SnortAI: Intrusion detection with machine learning enhancements.
URL: [https://www.snort.org/](https://www.snort.org/)
- Zeek AI (Bro): Network analysis framework extended with AI.
URL: [https://zeek.org/](https://zeek.org/)
- DeepPacket: AI-driven analysis of network packet data.
URL: [https://github.com/xiaokexiang/DeepPacket](https://github.com/xiaokexiang/DeepPacket)

6. General Security Tools with AI Features
- TriageML: Machine learning for automating malware triage.
URL: [https://github.com/fireeye/Triage](https://github.com/fireeye/Triage)
- AI-Hunter: AI-driven platform for detecting and investigating cyber threats.
URL: [https://www.criticalstart.com/ai-hunter/](https://www.criticalstart.com/ai-hunter/)
- ELK Stack with AI: Integrate AI plugins with the ELK Stack for advanced threat detection.
URL: [https://www.elastic.co/](https://www.elastic.co/)

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microsoft/codebert-base · Hugging Face

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