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In cryptography, a preimage attack on cryptographic hash functions tries to find a message that has a specific hash value. A cryptographic hash function should resist attacks on its preimage (set of possible inputs). In the context of attack, there are two types of preimage resistance: preimage resistance: for essentially all pre-specified outputs, it is computationally infeasible to find any inpu
We demonstrate that training ResNet-50 on ImageNet for 90 epochs can be achieved in 15 minutes with 1024 Tesla P100 GPUs. This was made possible by using a large minibatch size of 32k. To maintain accuracy with this large minibatch size, we employed several techniques such as RMSprop warm-up, batch normalization without moving averages, and a slow-start learning rate schedule. This paper also desc
Wuffs' goal is to produce software libraries that are as safe as Go or Rust, roughly speaking, but as fast as C, and that can be used anywhere C libraries are used. This includes very large C/C++ projects, such as popular web browsers and operating systems (using that term to include desktop and mobile user interfaces, not just the kernel). Wuffs the Library is available as transpiled C code. Othe
The Microsoft Security Risk Detection Service (MSRD) was discontinued effective June 25, 2020. This service from Microsoft Research provided users with a premium software testing experience, searching for vulnerabilities in native code with the power of MSR‘s Scalable Automated Guided Execution (SAGE) tool. As the security industry shifts from gate-driven audits by professional testers to automate
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