DES-Lab / Extracting-FSM-From-RNNs
Black-box extraction of Finite-State Machines from RNNs.
☆19Updated 2 years ago
Alternatives and similar repositories for Extracting-FSM-From-RNNs:
Users that are interested in Extracting-FSM-From-RNNs are comparing it to the libraries listed below
- An Automata Learning Library Written in Python☆172Updated this week
- Mutation-based implementation of a random equivalence testing strategy for active automata learning☆15Updated 6 years ago
- A Quick Research of Active Automata Learning☆24Updated 4 years ago
- Using automata learning to mine models used for fuzzing of statefull systems☆24Updated 3 years ago
- A model-based API Fuzzer for SMT Solvers.☆13Updated last week
- Official implementation of ISSTA 2022 paper: MDPFuzz: Testing Models Solving Markov Decision Processes.☆23Updated 2 years ago
- RLCheck, QuickCheck + Reinforcement Learning to produce more valid inputs.☆46Updated 3 years ago
- Research Acceleration Platform that provides interface to multiple state-of-the-art program analysis tools including but not limited to f…☆69Updated 2 months ago
- ☆18Updated 2 years ago
- Linear-time Temporal Logic guided Greybox Fuzzing (ICSE'22)☆53Updated 10 months ago
- Loop invariant generation with LLMs☆18Updated last month
- Protocol state machine learner and fuzzer for DTLS servers and clients☆38Updated this week
- Open source release from our ICLR 2020 paper, CLN2INV: Learning Loop Invariants with Continuous Logic Networks.☆21Updated 4 years ago
- An automata learning library written in Python.☆50Updated 4 years ago
- Fine-tuning a LLM for generating the structured data☆15Updated 2 months ago
- Security Vulnerability Repair via Concolic Execution and Code Mutations☆18Updated 5 months ago
- Public BanditFuzz Repo☆12Updated 4 years ago
- ☆10Updated 4 years ago
- CONCOCTION is an automated machine learning-based vulnerability detection framework that combines static source code information and dyna…☆23Updated 6 months ago
- Convert LTL formulas into finite-state automata for monitoring☆9Updated 6 years ago
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆58Updated 11 months ago
- This repo list the core literature in the field of fuzzing test, large language model, and LLM-based fuzzer. Most of papers are selected …☆44Updated last year
- ☆74Updated 2 years ago
- Open-source code for RFCNLP paper.☆55Updated 2 years ago
- ☆25Updated 3 years ago
- ☆101Updated 7 months ago
- ☆28Updated last year
- A Static Differential Analysis Tool of Network Protocol Parsers☆22Updated last year
- Assume-Guarantee REasoning Environment☆14Updated 3 weeks ago