Attention Mechanism

Attention Tracker: Detecting Prompt Injection Attacks in LLMs

Authors: Kuo-Han Hung, Ching-Yun Ko, Ambrish Rawat, I-Hsin Chung, Winston H. Hsu, Pin-Yu Chen | Published: 2024-11-01 | Updated: 2025-04-23
Indirect Prompt Injection
Large Language Model
Attention Mechanism

ARLIF-IDS — Attention augmented Real-Time Isolation Forest Intrusion Detection System

Authors: Aman Priyanshu, Sarthak Shastri, Sai Sravan Medicherla | Published: 2022-04-20
Cybersecurity
Intrusion Detection System
Attention Mechanism

Uncertainty-aware Attention Graph Neural Network for Defending Adversarial Attacks

Authors: Boyuan Feng, Yuke Wang, Zheng Wang, Yufei Ding | Published: 2020-09-22
Bayesian Adversarial Learning
Robustness
Attention Mechanism

Exploiting Human Social Cognition for the Detection of Fake and Fraudulent Faces via Memory Networks

Authors: Tharindu Fernando, Clinton Fookes, Simon Denman, Sridha Sridharan | Published: 2019-11-17
Model Performance Evaluation
Attention Mechanism
Image Forensics