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Security & Privacy

1,030 papers (5 classified directly here)

Subtopics

Privacy (638) Differential Privacy (414)

Papers per year

2
9
49
227
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'25

Papers (including subtopics)

Marich: A Query-efficient Distributionally Equivalent Model Extraction Attack NIPS 2023
Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network AAAI 2023
Steganography of Steganographic Networks AAAI 2023
Incentive-Boosted Federated Crowdsourcing AAAI 2023
Integer Subspace Differential Privacy AAAI 2023
Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks AAAI 2023
DisGUIDE: Disagreement-Guided Data-Free Model Extraction AAAI 2023
Dropout Is NOT All You Need to Prevent Gradient Leakage AAAI 2023
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning AAAI 2023
Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model AAAI 2023
XRand: Differentially Private Defense against Explanation-Guided Attacks AAAI 2023
Zero-Knowledge Proofs for Classical Planning Problems AAAI 2023
Privacy Attacks on Schedule-Driven Data AAAI 2023
Differentially Private Nonlinear Causal Discovery from Numerical Data AAAI 2023
DeAR: A Deep-Learning-Based Audio Re-recording Resilient Watermarking AAAI 2023
GAN-Based Domain Inference Attack AAAI 2023
ERASER: AdvERsArial Sensitive Element Remover for Image Privacy Preservation AAAI 2023
Similarity Distribution Based Membership Inference Attack on Person Re-identification AAAI 2023
Robust Image Steganography: Hiding Messages in Frequency Coefficients AAAI 2023
PLMmark: A Secure and Robust Black-Box Watermarking Framework for Pre-trained Language Models AAAI 2023
DPAUC: Differentially Private AUC Computation in Federated Learning AAAI 2023
Robust Multi-bit Natural Language Watermarking through Invariant Features ACL 2023
Multi-target Backdoor Attacks for Code Pre-trained Models ACL 2023
ETHICIST: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation ACL 2023
Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning ACL 2023