Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation (NeurIPS 2022)
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Dec 16, 2022 - Python
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black-box-attack
Here are 7 public repositories matching this topic...
The official code of IEEE S&P 2024 paper "Why Does Little Robustness Help? A Further Step Towards Understanding Adversarial Transferability". We study how to train surrogates model for boosting transfer attack.
data-augmentation adversarial-attacks adversarial-training gradient-regularization black-box-attack transfer-attack sharpness-aware-minimization distribution-shift
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Aug 22, 2024 - Python
KENKU: Towards Efficient and Stealthy Black-box Adversarial Attacks against ASR Systems
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Oct 3, 2023 - Python
[DSN 2024] Toward Evaluating Robustness of Reinforcement Learning with Adversarial Policy
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Jul 11, 2024 - Python
PyTorch implementation of “Conditional Adversarial Camera Model Anonymization” (ECCV 2020 Advances in Image Manipulation Workshop)
image-editing image-manipulation conditional-gan camera-model-identification adversarial-training non-interactive camera-model-attribution black-box-attack camera-model-anonymization targeted-transformations
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Jan 22, 2021 - Python
End-to-end PE malware detection with XGBoost and MalConv2. Adversarial robustness evaluation via GAMMA attack, SHAP interpretability, and multi-model Pareto comparison.
python machine-learning deep-learning static-analysis scikit-learn pytorch cybersecurity xgboost feature-engineering malware-detection adversarial-machine-learning security-evaluation shap explainability pe-analysis black-box-attack ember-dataset graduate-research malconv2 gamma-attack
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Jul 20, 2026 - Python
《拓扑生成范式：算力革命与黑箱破解》针对现有AI拟合路线算力爆炸、黑箱不可解释、沙箱越狱问题，提出低维骨架+表层填充的范式迁移，可大幅降低算力，实现生成过程可追溯可控。Topology‑Generating Paradigm: skeleton‑fill two‑layer forward‑generation framework. Solve AI black‑box, jailbreak and computing‑power explosion problems. Reduce computational cost by orders of magnitude, interpretable & traceable generation.
topology low-power edge-ai computational-efficiency black-box-attack llms generative-ai model-jailbreak edge-ai-agents large-language-models-llms black-box-ai
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Aug 31, 2026
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