publications
Sysyphuzz: the Pressure of More Coverage
A kernel fuzzer designed to boost exploration of under-tested code regions.
News
2026
publications
publications
FirmAgent: Leveraging Fuzzing to Assist LLM Agents with IoT Firmware Vulnerability Discovery
Leveraging fuzzing to assist LLM agents with IoT firmware vulnerability discovery.
2025
publications
Improving LLM-based Log Parsing by Learning from Errors in Reasoning Traces
Improving LLM-based log parsing by learning from errors in reasoning traces.
publications
Tady: A Neural Disassembler without Structural Constraint Violations
A neural disassembler without structural constraint violations based on post-dominance relations.
publications
IDFUZZ: Intelligent Directed Grey-box Fuzzings
An intelligent directed grey-box fuzzing solution with neural network guided input mutation.
publications
DecompileBench: A Comprehensive Benchmark for Evaluating Decompilers in Real-World Scenarios
A comprehensive benchmark for evaluating decompiler effectiveness in real-world reverse engineering scenarios.
publications
Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems
A defense approach to enhance robustness of multi-agent systems against adversarial attacks.
publications
xFUZZ: A Flexible Framework for Fine-Grained, Runtime-Adaptive Fuzzing Strategy Composition
A flexible framework for fine-grained, runtime-adaptive fuzzing strategy composition.
publications
Enhancing Smart Contract Security Analysis with Execution Property Graphs
Clue framework achieves superior smart contract security analysis with high true positive rates and low false positive rates using Execution Property Graphs.
publications
BinQuery: A Novel Framework for Retrieving Binary Function with Natural Language Query
A novel framework for retrieving binary functions using natural language queries.
publications
DCDiff: Enhancing JPEG Compression via Diffusion-based DC Coefficients Estimation
Enhancing JPEG compression via diffusion-based DC coefficients estimation method.
publications
Your Scale Factors are My Weapon: Targeted Bit-Flip Attacks on Vision Transformers via Scale Factor Manipulation
Targeted bit-flip attacks on vision transformers via scale factor manipulation.
publications
A Benchmark for Semantic Sensitive Information in LLM’s Outputs
A benchmark for semantic sensitive information in LLM’s outputs.
publications
An Engorgio Prompt Makes Large Language Model Babble On
An engorgio prompt makes large language model babble on.