Literature Database

Smuche: Scalar-Multiplicative Caching in Homomorphic Encryption

Authors: Dongfang Zhao | Published: 2023-12-26
Algorithm
Watermarking
Cryptography

Robust Survival Analysis with Adversarial Regularization

Authors: Michael Potter, Stefano Maxenti, Michael Everett | Published: 2023-12-26 | Updated: 2024-09-19
Cox Proportional Hazards Model
Survival Analysis
Time-Related Features

Reinforcement Unlearning

Authors: Dayong Ye, Tianqing Zhu, Congcong Zhu, Derui Wang, Kun Gao, Zewei Shi, Sheng Shen, Wanlei Zhou, Minhui Xue | Published: 2023-12-26 | Updated: 2024-09-09
Robustness
Reinforcement Learning
Complexity of the Environment

SecQA: A Concise Question-Answering Dataset for Evaluating Large Language Models in Computer Security

Authors: Zefang Liu | Published: 2023-12-26
LLM Performance Evaluation
Cybersecurity
Prompt Injection

An Empirical Study of Efficiency and Privacy of Federated Learning Algorithms

Authors: Sofia Zahri, Hajar Bennouri, Ahmed M. Abdelmoniem | Published: 2023-12-24
Privacy Protection
Privacy Protection Method
Federated Learning

SODA: Protecting Proprietary Information in On-Device Machine Learning Models

Authors: Akanksha Atrey, Ritwik Sinha, Saayan Mitra, Prashant Shenoy | Published: 2023-12-22
Watermarking
Privacy Protection Method
Membership Inference

Robustness, Efficiency, or Privacy: Pick Two in Machine Learning

Authors: Youssef Allouah, Rachid Guerraoui, John Stephan | Published: 2023-12-22 | Updated: 2024-03-11
Byzantine Resilience
Privacy Protection Method
Robustness Evaluation

ChatGPT, Llama, can you write my report? An experiment on assisted digital forensics reports written using (Local) Large Language Models

Authors: Gaëtan Michelet, Frank Breitinger | Published: 2023-12-22
Forensic Report
Prompt Injection

MetaAID 2.5: A Secure Framework for Developing Metaverse Applications via Large Language Models

Authors: Hongyin Zhu | Published: 2023-12-22
LLM Security
Data Generation
Prompt Injection

Elevating Defenses: Bridging Adversarial Training and Watermarking for Model Resilience

Authors: Janvi Thakkar, Giulio Zizzo, Sergio Maffeis | Published: 2023-12-21 | Updated: 2024-01-07
Watermarking
Hyperparameter Tuning
Adversarial Training