Author

Adil Khan

2 papers indexed here

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Sep 2026

A Lightweight Bounded-Residual DAE for Mitigating Adaptive Attacks on IoT Intrusion Detection Systems

Machine-learning intrusion detection has strengthened protection in Internet of Things (IoT) networks, but it also creates a new attack surface: small, deliberately chosen changes to flow features can make malicious traffic appear benign. Classifier hardening retrains the detector, while existing non-invasive schemes c...

Adil Khan, Amna Eleyan, T. Bejaoui · International Symposium on N... · 0 citations

Open access Aug 2026

Evaluating Indirect Prompt Injection Defenses in Tool-Using LLM Agents: Security, Utility, and Replication

The findings show that defense evaluation should report attack outcomes, goal feasibility, legitimate-task utility, action availability, operational measures, and run-to-run variation.

Adil Khan, Khaled AlKhanbashi, Azza Mohamed · Computers · 2 citations