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11 de may. de 2024 · 11 May 2024 · Zhixiong Zhuang , Maria-Irina Nicolae , Mario Fritz ·. Edit social preview. Deep reinforcement learning policies, which are integral to modern control systems, represent valuable intellectual property.
11 de may. de 2024 · These policies are potentially vulnerable to model stealing attacks, which aim to replicate their functionality using only black-box access. In this paper, we propose Stealthy Imitation, the first attack designed to steal policies without access to the environment or knowledge of the input range.
Hace 4 días · In Search of the Real Inductive Bias: On the Role of Implicit Regularization in Deep Learning. Maria-Irina Nicolae, Marc Sebban, Amaury Habrard, Éric Gaussier, Massih-Reza Amini: Algorithmic Robustness for Semi-Supervised (ε, γ, τ)-Good Metric Learning.
Hace 23 horas · Nicolae Ciucă l-a prezentat pe Iulian Popescu (PNL), drept Cosmin Popescu (PSD, actualul președinte al CJ și candidat pentru un nou mandat. Șeful liberalilor din Gorj, Ion Iordache, i-a șoptit numele candidatului partidului, dar după l-a prezentat cu numele corect, a uitat la ce instituție candidează.
11 de may. de 2024 · Steady Imitation is proposed, the first attack designed to steal policies without access to the environment or knowledge of the input range, and it is shown that the victim policy is harder to imitate when the distribution of the attack queries matches that of the victim. Expand. [PDF] Semantic Reader. Save to Library. Create Alert. Cite.
