1st ACNS Workshop on Intelligent and Secure Computing

In conjunction with ACNS 2026 | Stony Brook, New York, United States 22-25 June, 2026

Workshop Program

Tuesday, June 23, 2026 — Charles B. Wang Center, Stony Brook University

Tuesday, June 23
11:10–12:25	ACNS-ISC Session 1 (5 papers) AI & ML Security
12:25–14:00	Lunch
14:00–15:00	ACNS-ISC Session 2 (4 papers) Network Threat Detection and Defense
15:00–16:00	Coffee Break
16:00–17:00	ACNS-ISC Session 3 (4 papers) Blockchain, System, and Software Security

Standard paper presentations are 15 minutes each, aligning with the ACNS main conference format.

ACNS-ISC Session 1 (5 papers) — AI & ML Security 11:10–12:25 · 5 papers · 15 min each · Session Chair: TBA
11:10–11:25	Examining the Gap Between Theory and Practice in Adversarial Machine Learning: A Study of 459 Papers (2022–2025) Madhav Khanal and Jasser Jasser
11:25–11:40	When Detectors Agree to Be Wrong: Adversarial Failure Correlation in Multi-LLM Vulnerability Detection Adiba Mahmud, Yasmeen Rawajfih and Ross Arnold
11:40–11:55	LLM-Shield: A Holistic Defense Framework for Securing Large Language Models Against Multifaceted Threats Lijia Yu
11:55–12:10	Adversarial Identity Threats in the Age of AI: A Multi-Module Detection and Mitigation Shilpi Mittal, Ankit Gupta and Gahangir Hossain
12:10–12:25	Behavioral Based Integrity Monitoring for Deployed Models in Edge Environments Shahinul Hoque, Farhin Farhad Riya and Jinyuan Sun

ACNS-ISC Session 2 (4 papers) — Network Threat Detection and Defense 14:00–15:00 · 4 papers · 15 min each · Session Chair: TBA
14:00–14:15	FedDualAdapt: Adaptive Dual-Stage Personalized Federated Learning with Prototype-Guided Feature Calibration for IoMT Attack Detection Xian-Xian Liu, Jie Yang and Simon Fong
14:15–14:30	An LLM-Driven Adaptive Honeypot Testbed for Dynamic Intrusion Engagement Khursaid Ansari, Yaman Shrestha and Ahmet Aksoy
14:30–14:45	Unsupervised Detection of C2 Beaconing and Related Attacks Using Autoencoder Models Kevin Zhang
14:45–15:00	Automated Passive OS Fingerprinting with Genetic Algorithms: Multi-Protocol Analysis and Adversarial Considerations Ahmet Aksoy

ACNS-ISC Session 3 (4 papers) — Blockchain, System, and Software Security 16:00–17:00 · 4 papers · 15 min each · Session Chair: TBA
16:00–16:15	A Covert Asset Inventory Tool for Shipboard Systems Ding Jie Wong, Awais Yousaf and Jianying Zhou
16:15–16:30	Automated Language-Agnostic Multi-Metric Security Evaluation for Transpilation Workflows Charles Lohest, Esteban Aguililla, Remi Gunsett, Eric Viseur, Ken Hasselmann and Antonio Paolillo
16:30–16:45	Entity Resolution on Decentralized Exchanges: An Address Clustering Heuristic to Support Wash-Trade Detection on Ethereum Sanidhay Arora and Yingjiu Li
16:45–17:00	Attack on “Privacy-Preserving Online Ride-Hailing Matching System with an Untrusted Server” Srinivas Vivek