cyberintel.kalymoon.com · 4773 articles · updated every 4 hours · grows forever
arXiv:2605.26651v1 Announce Type: new Abstract: The Resource Public Key Infrastructure (RPKI) has become essential to secure inter-domain routing. Despite its critical role, RPKI software remains larg…
arXiv:2605.26597v1 Announce Type: new Abstract: Security risk analysis typically treats control effectiveness as a static input, yet controls degrade through configuration drift, depend on monitoring …
arXiv:2605.26595v1 Announce Type: new Abstract: Large language models (LLMs) are often fine-tuned on uncurated text datasets that adversaries can poison. Existing poisoning attacks primarily rely on f…
arXiv:2605.26574v1 Announce Type: new Abstract: Fine-tuning Large Language Models with untrusted data exposes models to backdoor attacks, where poisoned samples cause targeted misbehavior. Existing sa…
arXiv:2605.26548v1 Announce Type: new Abstract: Large language models (LLMs) now support automated software security tasks, including vulnerability discovery and proof-of-concept (PoC) generation. Exi…
arXiv:2605.26542v1 Announce Type: new Abstract: Tool-using agents increasingly operate in open-ended deployment environments, where they compose file systems, web APIs, code interpreters, and enterpri…
arXiv:2605.26497v1 Announce Type: new Abstract: LLM-based agents are increasingly deployed in high-stakes scenarios such as email management, financial transactions, and code execution, where they int…
arXiv:2605.26465v1 Announce Type: new Abstract: Local Differential Privacy (LDP) has become the de facto standard for privacy-preserving data collection in large-scale systems, in particular for the p…
arXiv:2605.26409v1 Announce Type: new Abstract: Evaluating and mitigating a generative system's susceptibility to jailbreak attacks is critical to its safe deployment. Given the number of deployable s…
arXiv:2605.26351v1 Announce Type: new Abstract: Metric Differential Privacy (mDP) generalizes differential privacy by allowing privacy guarantees to be expressed with respect to an arbitrary distance …
arXiv:2605.26307v1 Announce Type: new Abstract: Software-Defined Networking (SDN) provides flexible and programmable network management; however, its centralized control architecture remains highly vu…
arXiv:2605.26298v1 Announce Type: new Abstract: AI agents increasingly run untrusted code on developer machines: shell commands generated by language models, third-party scripts retrieved at runtime, …
arXiv:2605.26269v1 Announce Type: new Abstract: LLM agents process trusted instructions, retrieved records, and tool observations through a common generative channel. This conflates data flow with aut…
arXiv:2605.26195v1 Announce Type: new Abstract: LLM-based agents are increasingly used for cybersecurity tasks, but most existing systems rely on fixed, human-designed scaffolds that struggle to adapt…
arXiv:2605.26166v1 Announce Type: new Abstract: The rapid proliferation of Internet of Things (IoT) devices has created an urgent demand for adaptive, resource-efficient Intrusion Detection Systems (I…
arXiv:2605.26158v1 Announce Type: new Abstract: Safety alignment in large language models (LLMs) and multimodal large language models (MLLMs) is commonly assumed to operate as a near-binary threshold …
arXiv:2605.26156v1 Announce Type: new Abstract: The known stylistic biases in LLM judges, such as a preference for verbosity or specific sentence structures, present an underexplored security vulnerab…
arXiv:2605.26154v1 Announce Type: new Abstract: LLM-driven agents are capable of selecting external tools to complete users' tasks. However, attackers could compromise such process, steering agents to…
How AI is Transforming Cybersecurity Hiring in 2026 Analytics Insight
Amid rapidly growing adoption of enterprise-level AI agents, there’s a disconnect emerging between ambition and execution. Although 85% of organizations say they want to be agentic within the next thr…
Artificial intelligence has not so far produced a clean story of mass unemployment. Aggregate employment in developed countries remains broadly stable, and recent assessments have found limited eviden…
Haven’t you heard? White-collar jobs are going away, decimated by AI. Waves of layoffs in the tech sector (most recently at Coinbase and Meta and Cisco) are said to presage what will soon come for all…
arXiv:2605.23987v1 Announce Type: new Abstract: Autonomous robots operating in open and changing environments cannot always rely on predefined inputs, outputs, and action routines. Although existing l…
arXiv:2605.23983v1 Announce Type: new Abstract: We investigate growth dynamics in deterministic equational discovery substrates. Across three toy domains (arithmetic, boolean, higher-order list; n=592…