FMZennaro / CTF-RLLinks
Modelling Capture-the-Flag Challenges Using Reinforcement Learning
☆15Updated 3 years ago
Alternatives and similar repositories for CTF-RL
Users that are interested in CTF-RL are comparing it to the libraries listed below
Sorting:
- Code for Book "AI for Cybersecurity: A Handbook of Use Case"☆21Updated 2 years ago
- PenGym: Pentesting Training Framework for Reinforcement Learning Agents☆40Updated 9 months ago
- Themis: Ambiguity-Aware Network Intrusion Detection based on Symbolic Model Comparison☆23Updated 2 years ago
- Modelling SQL Injection Using Reinforcement Learning☆19Updated 3 years ago
- code and data for paper "Automatic Generation and Summarization of Shellcode via Transformer and Dual Learning", which accepted in SANER …☆13Updated 3 years ago
- ☆79Updated 5 years ago
- ☆18Updated 3 years ago
- Cyber Code Intelligence (CyberCI)☆14Updated 4 years ago
- A Simulated Optimal Intrusion Response Game☆21Updated 3 years ago
- OpenAI Gym environment for binary fuzzing based on afl☆23Updated 6 years ago
- Bot Detection by Building Markov Chain Models of Bots Network Behavior☆15Updated 4 years ago
- The FlexFringe tool for flexible learning of state machines (deterministic automata) from traces. See the paper at https://arxiv.org/abs/…☆22Updated 3 weeks ago
- The Tangled Genealogy of IoT Malware☆12Updated 4 years ago
- On Training Robust PDF Malware Classifiers (Usenix Security'20) https://arxiv.org/abs/1904.03542☆30Updated 3 years ago
- Official code for kTrans: Knowledge-Aware Transformer for Binary Code Embedding☆28Updated last year
- MAB-Malware an open-source reinforcement learning framework to generate AEs for PE malware. We model this problem as a classic multi-arme…☆51Updated 5 months ago
- A PPO agent leveraging reinforcement learning performs Penetration Testing in a simulated computer network environment. The agent is trai…☆28Updated 6 months ago
- ☆13Updated last year
- Cost-Aware Robust Tree Ensembles for Security Applications (Usenix Security'21) https://arxiv.org/pdf/1912.01149.pdf☆18Updated 4 years ago
- An environment for testing AI pentesting agents against a simulated network.☆193Updated last year
- ☆55Updated 2 weeks ago
- The public dataset in the paper "PatchDB: A Large-Scale Security Patch Dataset". This paper appears in the 51st Annual IEEE/IFIP Interna…☆44Updated 2 years ago
- A graph-based deep learning tool that can recognizes the kernel objects from raw memory dumps.☆14Updated 6 years ago
- Fuzz testing framework for binary programs using AI☆52Updated 2 years ago
- Malware Bypass Research using Reinforcement Learning☆106Updated last year
- ☆17Updated 3 years ago
- Forecasting Malware Capabilities From Cyber Attack Memory Images☆32Updated 2 years ago
- Corresponding code to "Improving Robustness of ML Classifiers against Realizable Evasion Attacks Using Conserved Features" @ USENIX Secur…☆11Updated 6 years ago
- A logic-based enterprise network security analyzer☆130Updated 2 years ago
- Multi-Agent Reinforcement Learning on network-security☆19Updated 3 years ago