Security and Resilience Challenges in AI-Centric Systems

Naorin Hossain; Karthik Swaminathan; Pradip Bose

ISCA 2025

Tutorial

21 Jun 2025

Security and Resilience Challenges in AI-Centric Systems

Abstract

In this talk, we discuss several security and resilience challenges surrounding AI-Centric Systems and how these challenges have been addressed by prior works.

Talk

Relational Observability for Cloud-Native Security and Data Science

Fred Araujo, Teryl Taylor

OSSNA 2023

Paper

Defensive Prompt Patch: A Robust and Generalizable Defense of Large Language Models against Jailbreak Attacks

Chen Xiong, Xiangyu Qi, et al.

ACL 2025

Workshop paper

Understanding the Error Sensitivity of Privacy-Aware Computing

Matías Mazzanti, Esteban Mocskos, et al.

ISCA 2025

Conference paper

Be Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised Learning

Zhiyuan He, Yijun Yang, et al.

ICML 2024

View all publications

Abstract

Related

Relational Observability for Cloud-Native Security and Data Science

Defensive Prompt Patch: A Robust and Generalizable Defense of Large Language Models against Jailbreak Attacks

Understanding the Error Sensitivity of Privacy-Aware Computing

Be Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised Learning