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Training quantum machine learning models on cloud without uploading the data

Authors: Guang Ping He | Published: 2024-09-06 | Updated: 2024-10-07
Algorithm
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Quantum Framework

Comment on Revisiting Neural Program Smoothing for Fuzzing

Authors: Dongdong She, Kexin Pei, Junfeng Yang, Baishakhi Ray, Suman Jana | Published: 2024-09-06
Watermarking
Program Analysis
Evaluation Method

Poster: Developing an O-RAN Security Test Lab

Authors: Sotiris Michaelides, David Rupprecht, Katharina Kohls | Published: 2024-09-02
Watermarking
Cybersecurity
Security Analysis

Defending against Model Inversion Attacks via Random Erasing

Authors: Viet-Hung Tran, Ngoc-Bao Nguyen, Son T. Mai, Hans Vandierendonck, Ngai-man Cheung | Published: 2024-09-02
Watermarking
Privacy Protection Method
Defense Method

Different Victims, Same Layout: Email Visual Similarity Detection for Enhanced Email Protection

Authors: Sachin Shukla, Omid Mirzaei | Published: 2024-08-29 | Updated: 2024-09-04
Watermarking
Spam Detection
Visual Similarity Detection

Mitigating Noise Detriment in Differentially Private Federated Learning with Model Pre-training

Authors: Huitong Jin, Yipeng Zhou, Laizhong Cui, Quan Z. Sheng | Published: 2024-08-18
Watermarking
Privacy Protection Method
Model Performance Evaluation

Random Gradient Masking as a Defensive Measure to Deep Leakage in Federated Learning

Authors: Joon Kim, Sejin Park | Published: 2024-08-15
Watermarking
Poisoning
Defense Method

SAGE-RT: Synthetic Alignment data Generation for Safety Evaluation and Red Teaming

Authors: Anurakt Kumar, Divyanshu Kumar, Jatan Loya, Nitin Aravind Birur, Tanay Baswa, Sahil Agarwal, Prashanth Harshangi | Published: 2024-08-14
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Dataset Generation
Safety Alignment

Fooling SHAP with Output Shuffling Attacks

Authors: Jun Yuan, Aritra Dasgupta | Published: 2024-08-12
AI Compliance
Watermarking
Bias

Lancelot: Towards Efficient and Privacy-Preserving Byzantine-Robust Federated Learning within Fully Homomorphic Encryption

Authors: Siyang Jiang, Hao Yang, Qipeng Xie, Chuan Ma, Sen Wang, Guoliang Xing | Published: 2024-08-12
Integration of FL and HE
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Privacy Protection Method