VeilFL adds two-stage accountability to anonymous federated learning
VeilFL detects duplicate submissions in PINE without persistent identifiers for normal participants using staged tracing.
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VeilFL detects duplicate submissions in PINE without persistent identifiers for normal participants using staged tracing.
CDAuth integrates pseudo-identity, attribute concealment, and biometric hiding to reduce storage and computational costs using multi-edge servers and native group operations.
Code-generated readers size arrays from a sender-declared count checked only against remaining buffer bytes.
Commit requires a single-use, sender-constrained credential after an atomic capacity reservation and a bound transaction digest.
Researchers propose XIM, a chain-agnostic interledger messaging protocol with lane-scoped verification for cross-domain asset settlement.

Elttam disclosed a pre-authentication remote code execution flaw in the 33-year-old TACACS+ protocol used across nearly all enterprise networks, with patches only partially available.
Ubuntu fixes two SRT flaws allowing encrypted connection downgrade with content injection and remote crash.
Fresh-Challenge VDF Attestations bind verifiable delay functions to unpredictable public challenges, yielding succinct evidence of model-relative response latency.
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