Towards Verifying Neural Networks Against Multi-Parameter Bit-Flip Perturbations
Hardware faults can flip bits in the stored weights of a quantized neural network, potentially compromising its predicti
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← 返回归档列表Hardware faults can flip bits in the stored weights of a quantized neural network, potentially compromising its predicti
Website fingerprinting infers the websites visited by users from encrypted traffic metadata. However, models trained und
Functional backdoor recovery finds any trigger whose attack success rate is at least a given threshold rather than to re
Byzantine quorum safety relies on correct replicas refusing to sign conflicting values. A replica that loses its protoco
Detecting microarchitectural attacks is critical given their proliferation in recent years. Many of these attacks exhibi
In this paper, we show that standard evaluations of high-resolution Model Inversion Attacks (MIAs) significantly underes
Smart light-emitting diode (LED) bulbs are networked devices that produce information-carrying output. This study asks w
Compiler-introduced security bugs (CISBs) arise when an optimization, lowering, or instrumentation decision changes a se
Static-analysis checker synthesis requires agents to interpret a defect specification, inspect a repository, implement a
Automatic sign language translation (SLT) has entered consumer products, turning American Sign Language into English tex
Frontier AI treaties or agreements on limiting computation require external verification; an external auditor must be ab
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