Zobrazeno 1 - 10
of 185
pro vyhledávání: '"Saxena, Prateek A."'
Rust aims to offer full memory safety for programs, a guarantee that untamed C programs do not enjoy. How difficult is it to translate existing C code to Rust? To get a complementary view from that of automatic C to Rust translators, we report on a u
Externí odkaz:
http://arxiv.org/abs/2411.14174
As AI-generated images become widespread, reliable watermarking is essential for content verification, copyright enforcement, and combating disinformation. Existing techniques rely on heuristic approaches and lack formal guarantees of undetectability
Externí odkaz:
http://arxiv.org/abs/2411.11434
Training modern neural networks or models typically requires averaging over a sample of high-dimensional vectors. Poisoning attacks can skew or bias the average vectors used to train the model, forcing the model to learn specific patterns or avoid le
Externí odkaz:
http://arxiv.org/abs/2312.14461
Capability-based memory isolation is a promising new architectural primitive. Software can access low-level memory only via capability handles rather than raw pointers, which provides a natural interface to enforce security restrictions. Existing arc
Externí odkaz:
http://arxiv.org/abs/2302.13863
Graph neural networks (GNNs) fuel diverse machine learning tasks involving graph-structured data, ranging from predicting protein structures to serving personalized recommendations. Real-world graph data must often be stored distributed across many m
Externí odkaz:
http://arxiv.org/abs/2302.13053
A transpiler converts code from one programming language to another. Many practical uses of transpilers require the user to be able to guide or customize the program produced from a given input program. This customizability is important for satisfyin
Externí odkaz:
http://arxiv.org/abs/2301.11220
Membership inference (MI) attacks highlight a privacy weakness in present stochastic training methods for neural networks. It is not well understood, however, why they arise. Are they a natural consequence of imperfect generalization only? Which unde
Externí odkaz:
http://arxiv.org/abs/2209.08615
Classification tasks on labeled graph-structured data have many important applications ranging from social recommendation to financial modeling. Deep neural networks are increasingly being used for node classification on graphs, wherein nodes with si
Externí odkaz:
http://arxiv.org/abs/2205.03105
Autor:
Dekker, Andrew P., Saxena, Prateek A., Westwood, Emma, Kalla, Niharika, Sims, Nathan, Wilson, Paul, Ashwood, Neil
Publikováno v:
In The Surgeon December 2024 22(6):354-357
Exceptions are a commodity hardware functionality which is central to multi-tasking OSes as well as event-driven user applications. Normally, the OS assists the user application by lifting the semantics of exceptions received from hardware to program
Externí odkaz:
http://arxiv.org/abs/2110.06657