对抗样本（Adversarial Examples）和投毒攻击（Poisoning Attacks）相关资料
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Jun 3, 2019
#
poisoning-attack
Here are 52 public repositories matching this topic...
Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective".
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Jun 6, 2020 - Python
A repository to quickly generate synthetic data and associated trojaned deep learning models
deep-neural-networks deep-learning deep-reinforcement-learning adversarial-machine-learning poisoning-attack
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Jun 12, 2023 - Python
Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective".
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Oct 29, 2021 - Python
A Survey of Poisoning Attacks and Defenses in Recommender Systems
survey recommendation-system recommender-system defense countermeasure poisoning-attack poisoning-attacks countermeasures poison-control
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Feb 28, 2026
[UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition
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Oct 20, 2025 - Python
Example of using ELF hacking to inject malicious code into a target binary
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Feb 20, 2020 - C
My experiments in weaponizing ONOS applications (https://github.com/opennetworkinglab/onos)
java security networking network hacking onos sdn sdn-controller anomalydetection offensive-security software-defined-network network-security anomalies-detection onos-app anomaly-detection software-defined-networking network-attacks poisoning-attack offensivesecurity
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Nov 10, 2024 - Java
[ICLR2025] Detecting Backdoor Samples in Contrastive Language Image Pretraining
deep-learning backdoor detection deep pytorch safety outlier-detection clip backdoors iclr backdoor-attacks poisoning-attack contrastive-learning backdoor-attack contrastive-language-image-pretraining poisoning-defenses iclr2025
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Feb 26, 2025 - Jupyter Notebook
FedDefender is a novel defense mechanism designed to safeguard Federated Learning from the poisoning attacks (i.e., backdoor attacks).
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Jul 6, 2024 - Python
The code for ACM MM2024 (Multimodal Unlearnable Examples: Protecting Data against Multimodal Contrastive Learning)
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Jul 18, 2024 - Python
Source code for the Energy-Latency Attacks via Sponge Poisoning paper.
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Mar 14, 2022 - Python
Official PyTorch implementation of "MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning Attacks"
machine-learning pytorch artificial-intelligence safety rag poisoning-attack multimodal-large-language-models
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Dec 4, 2025 - Python
[USENIX Security 2025] Topic-FlipRAG: Topic-Orientated Adversarial Opinion Manipulation Attacks to Retrieval-Augmented Generation Models
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Jun 21, 2025 - Jupyter Notebook
Code for "Biometric Backdoors: A Poisoning Attack Against Unsupervised Template Updating"
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Nov 29, 2021 - Jupyter Notebook
Build arbitrary IPv6 packets to perform RA/RDNSS/NA spoofing and RA Guard evasion
ipv6 spoofing poisoning-attack rdnss rdnss-injection raguard-bypass raguard-evasion ndpspoof raguard
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May 14, 2026 - Go
A Semi-supervised learning model (Ladder Network) to classify MNIST digits. A few attacks were executed on it with the target of misclassifying 4s with 9s.
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Mar 30, 2023 - Python
[Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping
machine-learning tensorflow security-vulnerability poisoning-attack defense-mechanism tensorflow-privacy
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Feb 27, 2020 - Python
An isolated environment for DNS cache poisoning attack investigation and demonstration.
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Nov 22, 2020 - Python
Implementation of the dns cache poisoning attack reloaded (ACM CCS '20) replication.
python dns networking attack virtual-machine dnsmasq dns-cache spoofing scapy side-channel bind9 system-security side-channel-attacks spoofing-attack dns-cache-poisoning networking-concepts poisoning-attack
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Feb 20, 2021 - Python
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