Performance Evaluation

OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models

Authors: Xiaoyu Xu, Minxin Du, Qingqing Ye, Haibo Hu | Published: 2025-05-07
Token Identification Method
Model DoS
Performance Evaluation

LLMs’ Suitability for Network Security: A Case Study of STRIDE Threat Modeling

Authors: AbdulAziz AbdulGhaffar, Ashraf Matrawy | Published: 2025-05-07
LLM Security
Performance Evaluation
Vulnerability Analysis

Data Encryption Battlefield: A Deep Dive into the Dynamic Confrontations in Ransomware Attacks

Authors: Arash Mahboubi, Hamed Aboutorab, Seyit Camtepe, Hang Thanh Bui, Khanh Luong, Keyvan Ansari, Shenlu Wang, Bazara Barry | Published: 2025-04-29
Online Learning
Poisoning
Performance Evaluation

CodeBC: A More Secure Large Language Model for Smart Contract Code Generation in Blockchain

Authors: Lingxiang Wang, Hainan Zhang, Qinnan Zhang, Ziwei Wang, Hongwei Zheng, Jin Dong, Zhiming Zheng | Published: 2025-04-28 | Updated: 2025-05-07
Program Verification
Performance Evaluation
Vulnerability Analysis

In-Context Unlearning: Language Models as Few Shot Unlearners

Authors: Martin Pawelczyk, Seth Neel, Himabindu Lakkaraju | Published: 2023-10-11 | Updated: 2024-06-06
Data Leakage
Performance Evaluation
Machine Learning Technology

A Semantic Invariant Robust Watermark for Large Language Models

Authors: Aiwei Liu, Leyi Pan, Xuming Hu, Shiao Meng, Lijie Wen | Published: 2023-10-10 | Updated: 2024-05-19
Watermarking
Prompt Injection
Performance Evaluation

Differentially Private Multi-Site Treatment Effect Estimation

Authors: Tatsuki Koga, Kamalika Chaudhuri, David Page | Published: 2023-10-10
Privacy Classification
Performance Evaluation
Information Hiding Techniques

Breaking On-Chip Communication Anonymity using Flow Correlation Attacks

Authors: Hansika Weerasena, Prabhat Mishra | Published: 2023-09-27 | Updated: 2025-05-06
Performance Evaluation
Traffic Correlation Attack
Defense Method

LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference

Authors: Hongwu Peng, Ran Ran, Yukui Luo, Jiahui Zhao, Shaoyi Huang, Kiran Thorat, Tong Geng, Chenghong Wang, Xiaolin Xu, Wujie Wen, Caiwen Ding | Published: 2023-09-25 | Updated: 2023-10-04
Watermarking
Performance Evaluation
Deep Learning Method

Multi-Source Domain Adaptation meets Dataset Distillation through Dataset Dictionary Learning

Authors: Eduardo Fernandes Montesuma, Fred Ngolè Mboula, Antoine Souloumiac | Published: 2023-09-14
Watermarking
Data Generation
Performance Evaluation