2 papers
cs.LG2026
KDFP: A first-principles approach to knowledge distillation in large language models
Ryan Swift, Konstantinos Psounis
Knowledge distillation is an established technique for improving the capabilities of small, efficient student models by training them with the representations of larger, more capab…
cs.CR2026
CPU-Auth: Device Fingerprinting for Authentication via DVFS Side-Channel
Ryan Swift
Lack of effective authentication has resulted in numerous security and privacy breaches, including unauthorized access to protected information, identity theft, and fraud. One appr…