A Non-Intrusive Traffic Analysis Framework for Authorization Risk Detection and Coordinated Response in Web Applications

Authorization violations under valid Web sessions are difficult to identify and handle in real time from traffic because they depend strongly on business semantics and exhibit few distinctive protocol-level features. This paper proposes a non-intrusive traffic analysis framework for authorization...

VulnAgent-X: A Layered Agentic Framework for Repository-Level Vulnerability Detection

VulnAgent-X is a layered agentic framework integrating lightweight risk screening, bounded context expansion, specialized analysis agents, selective dynamic verification, and evidence fusion into a unified pipeline. Included in this archive is also a whitepaper from the researchers...

GSDFuse: Capturing Cognitive Inconsistencies from Multi-Dimensional Weak Signals in Social Media Steganalysis

The ubiquity of social media platforms facilitates malicious linguistic steganography, posing significant security risks. Steganalysis is profoundly hindered by the challenge of identifying subtle cognitive inconsistencies arising from textual fragmentation and complex dialogue structures, and th...