Literature Database

Hyperdimensional Computing as a Rescue for Efficient Privacy-Preserving Machine Learning-as-a-Service

Authors: Jaewoo Park, Chenghao Quan, Hyungon Moon, Jongeun Lee | Published: 2023-08-17
Watermarking
Cryptography
Machine Learning Method

Test-Time Poisoning Attacks Against Test-Time Adaptation Models

Authors: Tianshuo Cong, Xinlei He, Yun Shen, Yang Zhang | Published: 2023-08-16
Poisoning
Model Performance Evaluation
Attack Evaluation

Time Travel in LLMs: Tracing Data Contamination in Large Language Models

Authors: Shahriar Golchin, Mihai Surdeanu | Published: 2023-08-16 | Updated: 2024-02-21
Data Contamination Detection
Prompt Injection
Natural Language Processing

Diff-CAPTCHA: An Image-based CAPTCHA with Security Enhanced by Denoising Diffusion Model

Authors: Ran Jiang, Sanfeng Zhang, Linfeng Liu, Yanbing Peng | Published: 2023-08-16
Security Assurance
Attack Evaluation
Watermark Robustness

Robustness Over Time: Understanding Adversarial Examples’ Effectiveness on Longitudinal Versions of Large Language Models

Authors: Yugeng Liu, Tianshuo Cong, Zhengyu Zhao, Michael Backes, Yun Shen, Yang Zhang | Published: 2023-08-15 | Updated: 2024-05-06
Prompt Injection
Model Performance Evaluation
Robustness Evaluation

A Review of Adversarial Attacks in Computer Vision

Authors: Yutong Zhang, Yao Li, Yin Li, Zhichang Guo | Published: 2023-08-15
Poisoning
Adversarial Attack Methods
Defense Method

DIVAS: An LLM-based End-to-End Framework for SoC Security Analysis and Policy-based Protection

Authors: Sudipta Paria, Aritra Dasgupta, Swarup Bhunia | Published: 2023-08-14
LLM Security
Security Assurance
Vulnerability Mitigation Technique

FedEdge AI-TC: A Semi-supervised Traffic Classification Method based on Trusted Federated Deep Learning for Mobile Edge Computing

Authors: Pan Wang, Zeyi Li, Mengyi Fu, Zixuan Wang, Ze Zhang, MinYao Liu | Published: 2023-08-14
Model Interpretability
Model Performance Evaluation
Federated Learning

S3C2 Summit 2023-06: Government Secure Supply Chain Summit

Authors: William Enck, Yasemin Acar, Michel Cukier, Alexandros Kapravelos, Christian Kästner, Laurie Williams | Published: 2023-08-13
SBOM Practices
Cybersecurity
Security Assurance

SoK: Realistic Adversarial Attacks and Defenses for Intelligent Network Intrusion Detection

Authors: João Vitorino, Isabel Praça, Eva Maia | Published: 2023-08-13
Backdoor Attack
Adversarial Training
Defense Method