Công bố khoa học

Evaluating the robustness and transferable adversarial example resistance of multimodal learning-based intrusion detection systems against evasion attacks

Intrusion Detection Systems (IDS) play a crucial role in safeguarding computer networks against malicious activities. However, current IDS models based on machine learning (ML)…

RAG-VM: A Retrieval-Augmented Generation Framework for Vulnerability Management

On the Robustness of Language Model-based Ransomware Detectors for API Sequence Analysis under Semantic-Preserving Mutations

Navigating and orchestrating Web 3.0 innovation challenges: A theory of cross-chain ecosystem strategy

Web 3.0 technologies present fundamental challenges to established theories of platform strategy and organizational design, yet the organizational forms enabling decentralized innovation remain theoretically…

Verifiable AI Reviewers: Decentralized Skill Matching and Soulbound Reputation for Multi-Agent Peer Review

PRECISE: Precision-Driven Discovery of Token-centric MEV

Explainable Malware Detection from Noisy API Sequences with RAG-Based MITRE ATT&CK Mapping

An Empirical Study on the Transferability of Transformer-Based Models for Software Vulnerability Detection

Despite the dominance of Transformer-based models in software vulnerability detection, the extent to which their learned security logic generalizes across different programming languages remains…

Graph-Driven LLM-Augmented Stateful API Fuzzing for OWASP API Top 10

Security testing of REST APIs remains difficult because real-world OpenAPI specifications are often incomplete, many security flaws are inherently stateful, and prevailing stateful fuzzers…