An in-depth architectural review of the Ansible Automation Platform web console, detailing its key components, trust boundaries, and credential integrations using official Red Hat documentation and standard architecture sources.

Inter-procedural binary type inference, defenses against cross-node adversarial transferability, edge-deployable radiology SLMs, and PQC energy benchmarking on constrained devices.

New findings at NDSS cover cross-modality IEMI attacks against LiDAR, split learning inference risks, and an uncertainty-aware adversarial defense for edge IoT devices.

New papers from NDSS: abuse reporting for mixnets, latency optimization, ASLR protections, source IP spoofing detection, privacy-preserving community search, defending LLM phishing, rollback resilience in TEE consensus, and scalable BFT.

New research on LLM jailbreak evaluation, prompt injection taxonomy, federated learning for malware, and coding agents for kernel vulnerabilities.