2022 Zero-Day exploitation continues at a worrisome pace AdaptGuard: Defending Against Universal Attacks for Model Adaptation. (arXiv:2303.10594v1 [cs.CR])
Model adaptation aims at solving the domain transfer problem under the constraint of only accessing the pretrained source models. With...
Who Is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL. (arXiv:2106.05087v5 [cs.LG] UPDATED)
Evaluating the worst-case performance of a reinforcement learning (RL) agent under the strongest/optimal adversarial perturbations on state observations (within some...
Who Is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL. (arXiv:2106.05087v5 [cs.LG] UPDATED)
Evaluating the worst-case performance of a reinforcement learning (RL) agent under the strongest/optimal adversarial perturbations on state observations (within some...
Geographic Spines in the 2020 Census Disclosure Avoidance System. (arXiv:2203.16654v2 [cs.CR] UPDATED)
The 2020 Census Disclosure Avoidance System (DAS) is a formally private mechanism that first adds independent noise to cross tabulations...
Who Is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL. (arXiv:2106.05087v5 [cs.LG] UPDATED)
Evaluating the worst-case performance of a reinforcement learning (RL) agent under the strongest/optimal adversarial perturbations on state observations (within some...
Geographic Spines in the 2020 Census Disclosure Avoidance System. (arXiv:2203.16654v2 [cs.CR] UPDATED)
The 2020 Census Disclosure Avoidance System (DAS) is a formally private mechanism that first adds independent noise to cross tabulations...
Geographic Spines in the 2020 Census Disclosure Avoidance System. (arXiv:2203.16654v2 [cs.CR] UPDATED)
The 2020 Census Disclosure Avoidance System (DAS) is a formally private mechanism that first adds independent noise to cross tabulations...
New Lower Bounds for Private Estimation and a Generalized Fingerprinting Lemma. (arXiv:2205.08532v4 [cs.DS] UPDATED)
We prove new lower bounds for statistical estimation tasks under the constraint of $(varepsilon, delta)$-differential privacy. First, we provide tight...
New Lower Bounds for Private Estimation and a Generalized Fingerprinting Lemma. (arXiv:2205.08532v4 [cs.DS] UPDATED)
We prove new lower bounds for statistical estimation tasks under the constraint of $(varepsilon, delta)$-differential privacy. First, we provide tight...
Revisiting LiDAR Spoofing Attack Capabilities against Object Detection: Improvements, Measurement, and New Attack. (arXiv:2303.10555v1 [cs.CR])
LiDAR (Light Detection And Ranging) is an indispensable sensor for precise long- and wide-range 3D sensing, which directly benefited the...