119 citations · 193 across the 11 of their papers we have counts for
8 papers · 1 filter
When Benign Is Unverified: Label-Signal Mismatch and Abstention-First Triage in Graph-Based Memory Forensics
Viraj Rajeshbhai Chudasama, Eduardo Palmieri, Dipo Dunsin +2
Machine-learning triage for memory forensics is usually validated on corpora whose benign class is asserted by provenance and never verified. We report a validation study of a grap…
Adaptive Dynamic Security for Operational Technology Against AI-Powered Attacks
Mohamed Chahine Ghanem
Operational technology now faces attackers whose tempo is set by AI. We present ADS-OT, an adaptive dynamic security framework modelling defensive posture as a partially observable…
ASIRF: An Agentic Framework for Context-Dependent Sensitive Information Redaction
Sudha Priyadarshini, Mohamed Chahine Ghanem
Sensitive information is defined by domain and intent, not a universal category, yet redaction systems such as privacy filters and named-entity recognizers fix a taxonomy at traini…
Who Audits Whom, on What Substrate, with What Evidence? An Independence-Graded Audit Protocol for Agentic AI
Mohamed Chahine Ghanem, Baidaa Al-Bander
Agentic AI systems plan, invoke tools, and act with limited supervision; they are now both the subject of audits and, increasingly, the auditor. Independence-the foundation of assu…
PentestChain: A Cost-Aware, MCP-Orchestrated Framework for Automated Penetration Testing with Free-Tier LLMs
Rushabh Vipulkumar Patel, Dipo Dunsin, Mohammed Almaiah +1
AI-driven penetration testing has been demonstrated with premium frontier models such as GPT-4, but the per-engagement token cost makes continuous, automated testing unaffordable f…
Steganalysis of Adaptive Covert Collusion in Tool-Using Agent Populations: A Black-Box, Cross-Principal Approach
Mohamed Chahine Ghanem
Tool-using agents built on large language models (LLMs) are increasingly deployed not by a single operator but by many, side by side on shared infrastructure. This creates a popula…
Agentic and Generative AI for Open-Source Intelligence and Cyber Investigations: Taxonomy, Evaluation, Challenges, and Future Directions
Eduardo Almeida Palmieri, Mohamed Chahine Ghanem, Dipo Dunsin +3
The rapid growth of publicly available digital information has rendered manual open-source intelligence (OSINT) analysis insufficient for modern intelligence, cybersecurity, and cy…
Builder, Defender, Breaker: Measurable Independence and Bounded Autonomy When Generative Models Build, Defend and Test Software
Mohamed Chahine Ghanem
Generative models now write application code, harden and monitor it, and probe it for exploitable flaws, so that one family of models increasingly plays builder, defender and break…