Literature Database

From Theft to Bomb-Making: The Ripple Effect of Unlearning in Defending Against Jailbreak Attacks

Authors: Zhexin Zhang, Junxiao Yang, Yida Lu, Pei Ke, Shiyao Cui, Chujie Zheng, Hongning Wang, Minlie Huang | Published: 2024-07-03 | Updated: 2025-05-20
Prompt Injection
Large Language Model
法執行回避
2024.07.03 2025.05.28
Literature Database

MALT Powers Up Adversarial Attacks

Authors: Odelia Melamed, Gilad Yehudai, Adi Shamir | Published: 2024-07-02
Mesoscopic Linearity
Attack Method
Evaluation Method
2024.07.02 2025.05.27
Literature Database

Attack-Aware Noise Calibration for Differential Privacy

Authors: Bogdan Kulynych, Juan Felipe Gomez, Georgios Kaissis, Flavio du Pin Calmon, Carmela Troncoso | Published: 2024-07-02 | Updated: 2024-11-07
Privacy Protection
Privacy Protection Method
Computational Efficiency
2024.07.02 2025.05.27
Literature Database

On Discrete Prompt Optimization for Diffusion Models

Authors: Ruochen Wang, Ting Liu, Cho-Jui Hsieh, Boqing Gong | Published: 2024-06-27
Watermarking
Prompt Injection
Prompt Engineering
2024.06.27 2025.05.27
Literature Database

Diffusion-based Adversarial Purification for Intrusion Detection

Authors: Mohamed Amine Merzouk, Erwan Beurier, Reda Yaich, Nora Boulahia-Cuppens, Frédéric Cuppens | Published: 2024-06-25
Data Preprocessing
Adversarial Training
Automated Intrusion Detection System
2024.06.25 2025.05.27
Literature Database

Treatment of Statistical Estimation Problems in Randomized Smoothing for Adversarial Robustness

Authors: Vaclav Voracek | Published: 2024-06-25 | Updated: 2025-01-20
Trust Evaluation Module
Evaluation Method
Watermark Evaluation
2024.06.25 2025.05.27
Literature Database

The Effect of Similarity Measures on Accurate Stability Estimates for Local Surrogate Models in Text-based Explainable AI

Authors: Christopher Burger, Charles Walter, Thai Le | Published: 2024-06-22 | Updated: 2025-01-17
Adversarial Example
Evaluation Method
Similarity Measurement
2024.06.22 2025.05.27
Literature Database

Mind the Privacy Unit! User-Level Differential Privacy for Language Model Fine-Tuning

Authors: Lynn Chua, Badih Ghazi, Yangsibo Huang, Pritish Kamath, Ravi Kumar, Daogao Liu, Pasin Manurangsi, Amer Sinha, Chiyuan Zhang | Published: 2024-06-20 | Updated: 2024-08-16
Watermarking
Data Selection Strategy
Privacy Protection Method
2024.06.20 2025.05.27
Literature Database

Let the Noise Speak: Harnessing Noise for a Unified Defense Against Adversarial and Backdoor Attacks

Authors: Md Hasan Shahriar, Ning Wang, Naren Ramakrishnan, Y. Thomas Hou, Wenjing Lou | Published: 2024-06-18 | Updated: 2025-04-14
Certified Robustness
Reconstruction Attack
Adversarial Attack Detection
2024.06.18 2025.05.27
Literature Database

Data Plagiarism Index: Characterizing the Privacy Risk of Data-Copying in Tabular Generative Models

Authors: Joshua Ward, Chi-Hua Wang, Guang Cheng | Published: 2024-06-18
Data Privacy Assessment
Privacy Protection Method
Membership Inference
2024.06.18 2025.05.27
Literature Database
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