Know the Normal, Track the Attack: Context-Grounded and Stateful LLM Investigation over System Provenance

Provenance-based intrusion detection systems PIDSs identify suspicious activity in audit streams, but their outputs remain difficult to turn into coherent attack narratives. Direct LLM analyses of local anomalous subgraphs lack deployment-specific normal-behavior knowledge and validated attack...

TGCM: Topic-Guided Generative Disentanglement of Interleaved APT Technique Sequences

In enterprise environments, multiple Advanced Persistent Threat APT campaigns often unfold concurrently, producing audit logs in which attack techniques across actors sources are interleaved over time. This setting naturally gives rise to an Unknown-K Interleaved Sequence Demixing UKISD problem:...

1CRM On-Premise Software 8.5.7 - Persistent Cross-Site Scripting Vulnerability

Exploit for php platform in category web applications 1CRM On-Premise Software 8.5.7 Stored XSS //////////////////////////////////////////////////////////////////////////////////// Exploit Title: 1CRM On-Premise Software 8.5.7 - Cross-Site Scripting Date: 19/07/2019 Exploit Author: Kusol...