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  • All entries123,304
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13Categories

Knowledge catalogue

Search: “cybersecurity”

GridTimelineEvolution
306 results
Safety

Multimodal Analytics of Cybersecurity Crisis Preparation Exercises: What Predicts Success?

DGX agent

arXiv:2603.28553v2 Announce Type: replace-cross Abstract: Instructional alignment, the match between intended cognition and enacted activity, is central to effective instruction but hard to operationa

safetyarxiv-cs-lg
8 Jul 2026
DGX agent

Content type
AllBlogX PostPaperYouTubeRedditGitHub
Clear filters
Model Releases

Not All Refusals Are Equal: How Safety Alignment Fails Cybersecurity at Scale

DGX agent

arXiv:2607.02714v1 Announce Type: cross Abstract: There is no doubt that safety alignment is an essential step in LLM training. However, conceptually it does not distinguish between various domains an

model-releasesarxiv-cs-ai
7 Jul 2026
Research

Piercing Gilbreath's Conjecture: From Deep Number Theory Insights to Fintech and Cybersecurity

DGX agent

arXiv:2607.04166v1 Announce Type: cross Abstract: I propose a new methodology to attack the fascinating Gilbreath's conjecture about prime numbers, first posted in 1878 and unsolved to this day. The p

researcharxiv-cs-ai
7 Jul 2026
Agents

TinyML-Driven Cybersecurity for Autonomous Spacecraft: Latency-Accuracy Analysis for SPARTA RF and Cyber Threat Detection

DGX agent

arXiv:2606.05779v1 Announce Type: cross Abstract: Autonomous spacecraft require rapid, lightweight, and reliable onboard detection of cyber-RF threats. Using the SPARTA attack model, we analyze the la

agentsarxiv-cs-ai
6 Jun 2026
Agents

When Skills Don't Help: A Negative Result on Procedural Knowledge for Tool-Grounded Agents in Offensive Cybersecurity

DGX agent

arXiv:2605.20023v1 Announce Type: new Abstract: Agent Skills, structured packages of procedural knowledge loaded into an LLM agent at inference time, are widely reported to improve task pass rates by

agentsarxiv-cs-ai
20 May 2026
Agents

CyberAId: AI-Driven Cybersecurity for Financial Service Providers

DGX agent

arXiv:2605.01892v1 Announce Type: new Abstract: European financial institutions face mounting regulatory pressure while their security operations centres remain constrained not by data or staffing but

agentsarxiv-cs-ai
6 May 2026
Local Ai

SecMate: Multi-Agent Adaptive Cybersecurity Troubleshooting with Tri-Context Personalization

DGX agent

arXiv:2604.26394v1 Announce Type: cross Abstract: Recent advances in large language models and agentic frameworks have enabled virtual customer assistants (VCAs) for complex support. We present SecMat

local-aiarxiv-cs-ai
30 Apr 2026
Model Releases

Cybersecurity in Edge Computing: A Trust-Aware Federated Hybrid Intrusion Detection Framework

DGX agent

arXiv:2609.39584v1 Announce Type: cross Abstract: Edge computing has emerged as a critical computing paradigm in modern distributed systems by migrating data processing closer to end users and Interne

model-releasesarxiv-cs-lg
1 Oct 2026
Agents

Blockchain-Enabled Artificial Intelligence and AI Agents for Secure Data Sharing and Cybersecurity Applications

DGX agent

arXiv:2609.28843v1 Announce Type: cross Abstract: Blockchain and artificial intelligence (AI) are converging into a single infrastructural layer for securing data sharing, model integrity, and autonom

agentsarxiv-cs-ai
25 Sept 2026
Local Ai

A Non-Invasive Cloud-Based Migration Strategy for Post-Quantum Cybersecurity in Smart HVAC Systems: Architecture, Implementation, and Empirical Evaluation

DGX agent

arXiv:2609.27828v1 Announce Type: cross Abstract: Legacy smart HVAC controllers rely on vendor-cloud TLS secured by ECDH and RSA, both broken by Shor's algorithm, and typical 10-15 year lifespans mean

local-aiarxiv-cs-ai
24 Sept 2026
Safety

Trustworthy Agentic AI: A Comprehensive Cybersecurity and Systems Survey on Threat Landscapes, Defense Architectures, and Open Challenges

DGX agent

arXiv:2609.13731v1 Announce Type: new Abstract: The transition from passive foundation models to autonomous, goal-directed agentic AI systems has introduced unprecedented capabilities by coupling recu

safetyarxiv-cs-ai
15 Sept 2026
Research

Towards Model-based Run-time Cybersecurity: On Control-Flow Anomaly Detection, Attack Identification, and Hardware Monitoring

DGX agent

arXiv:2608.11802v1 Announce Type: cross Abstract: Methods to increase the resilience of systems to cyber-attacks become increasingly important. Control-flow monitoring provides a principled basis to e

researcharxiv-cs-ai
13 Aug 2026
Model Releases

CyberForge: Verified Vulnerability Injection at Repository Level for Cybersecurity Agent Training

DGX agent

arXiv:2608.06471v1 Announce Type: cross Abstract: Despite recent advances, frontier large language model (LLM) agents remain limited in discovering and patching complex vulnerabilities in real-world s

model-releasesarxiv-cs-ai
10 Aug 2026
Research

Cybersecurity Detection Classification with Reasoning-enabled Language Models

DGX agent

arXiv:2607.28460v1 Announce Type: new Abstract: A major issue in Security Operations Centers (SOCs) is alert fatigue, as the number of detections reported is more than staff can triage in a given day.

researcharxiv-cs-lg
31 Jul 2026
Applications

Towards Improved Anomaly Detection for Cloud Cybersecurity via Graph Neural Networks

DGX agent

arXiv:2606.28923v1 Announce Type: new Abstract: Detecting security threats in an organization's cloud computing environment has become necessary due to the increased reliance on cloud infrastructure.

applicationsarxiv-cs-lg
30 Jun 2026
Model Releases

A Hybrid CNN-LSTM Intrusion Detection Framework for Cybersecurity in Smart Renewable Energy Grids

DGX agent

arXiv:2606.25200v1 Announce Type: new Abstract: The accelerated digitalization of renewable energy smart grids through IoT sensors, AMI, and SCADA systems has significantly expanded the attack surface

model-releasesarxiv-cs-lg
25 Jun 2026
Model Releases

Stabilising Explainability Fragility in Cybersecurity AI: The Impact and Mitigation of Multicollinearity in Public Benchmark Datasets

DGX agent

arXiv:2605.22529v1 Announce Type: new Abstract: This paper investigates a unexplored yet impactful vulnerability in AI explainability used in intrusion detection (IDS): multicollinearity-induced insta

model-releasesarxiv-cs-lg
23 May 2026
Model Releases

ExploitBench: A Capability Ladder Benchmark for LLM Cybersecurity Agents

DGX agent

arXiv:2605.14153v1 Announce Type: cross Abstract: Exploitation is not a binary event. It is a ladder of acquiring progressive capabilities, from executing a single buggy line of code to taking full co

model-releasesarxiv-cs-ai
15 May 2026
Model Releases

OntoLogX: Ontology-Guided Knowledge Graph Extraction from Cybersecurity Logs with Large Language Models

DGX agent

arXiv:2510.01409v2 Announce Type: replace Abstract: System logs represent a valuable source of Cyber Threat Intelligence (CTI), capturing attacker behaviors, exploited vulnerabilities, and traces of m

model-releasesarxiv-cs-ai
28 Apr 2026
Agents

Topological Attribution Distance (TAD): Revealing Segment-Level RAG Influence on LLM Output Geometry for Incident Log Analysis

DGX agent

arXiv:2608.16775v1 Announce Type: cross Abstract: Large Language Models (LLMs) are increasingly being deployed in cybersecurity operations to assist cybersecurity analysts with rapid decision-making a

agentsarxiv-cs-ai
18 Aug 2026
Model Releases

CyberFactory: Scaling Cyber Security Capabilities with Instances from the Wild

DGX agent

arXiv:2608.23181v1 Announce Type: cross Abstract: As large language models (LLMs) continue to advance in coding capabilities, their potential in cybersecurity has drawn increasing research attention,

model-releasesarxiv-cs-cl
25 Aug 2026
Tutorials

Guarding Organizations Against Malware Risk: A Novel Graph-Based Malware Detection Method

DGX agent

arXiv:2607.26634v1 Announce Type: cross Abstract: Organizational digitalization expands cybersecurity risks, making cybersecurity an increasingly important research area in Information Systems (IS). A

tutorialsarxiv-cs-ai
31 Jul 2026
Applications

TIJERE: A Novel Threat Intelligence Joint Extraction Model Based on Analyst Expert Knowledge

DGX agent

arXiv:2605.02041v1 Announce Type: new Abstract: The extraction of entities and relationships from threat intelligence reports into structured formats, such as cybersecurity knowledge graphs, is essent

applicationsarxiv-cs-lg
5 May 2026
Tutorials

XekRung Technical Report

DGX agent

arXiv:2605.00072v1 Announce Type: cross Abstract: We present XekRung, a frontier large language model for cybersecurity, designed to provide comprehensive security capabilities. To achieve this, we de

tutorialsarxiv-cs-ai
5 May 2026
Agents

Towards Resilient Intrusion Detection in CubeSats: Challenges, TinyML Solutions, and Future Directions

DGX agent

arXiv:2604.06411v1 Announce Type: cross Abstract: CubeSats have revolutionized access to space by providing affordable and accessible platforms for research and education. However, their reliance on C

agentsarxiv-cs-ai
10 Apr 2026
Applications

Quantifying Event Impacts on Time Series via Multiscale Contrastive Learning

DGX agent

arXiv:2608.19447v1 Announce Type: new Abstract: Shocks that spread through the web, such as cybersecurity breach disclosures, can abruptly disrupt financial time series and cause substantial abnormal

applicationsarxiv-cs-lg
21 Aug 2026
Model Releases

Deep Learning for Cyber Threat Detection and Mitigation in Healthcare-IoT

DGX agent

arXiv:2608.00118v1 Announce Type: cross Abstract: Cybersecurity is a fundamental requirement for protecting wearable devices used in healthcare Internet of Things (H-IoT) systems. Security failures in

model-releasesarxiv-cs-lg
4 Aug 2026
Research

AI Deployment and Cyber Governance Failures in Public-Sector Organizations: A Typological Analysis

DGX agent

arXiv:2607.25368v1 Announce Type: new Abstract: The intersection of artificial intelligence adoption, cybersecurity governance, and public sector institutional constraints has not been examined as a u

researcharxiv-cs-ai
29 Jul 2026
Research

parHSOM: A novel parallel Hierarchical Self-Organizing Map implementation

DGX agent

arXiv:2605.08164v1 Announce Type: cross Abstract: The digital age has completely transformed the way that information is processed and stored, which makes cybersecurity a crucial field of research. Cy

researcharxiv-cs-ai
12 May 2026
Model Releases

CVE2AP: Automated Generation of PDDL-Encoded Attack Paths via Large Language Models

DGX agent

arXiv:2610.03383v1 Announce Type: new Abstract: Attack Path (AP) modeling is fundamental to cybersecurity analysis, where the Planning Domain Definition Language (PDDL) has been widely adopted to enco

model-releasesarxiv-cs-ai
5 Oct 2026
Model Releases

Vulnerability Localization Benchmark: Measuring Agentic Security Analysis at Repository Scale

DGX agent

arXiv:2609.15939v1 Announce Type: cross Abstract: Language-model agents increasingly operate over complete software repositories, yet cybersecurity evaluations primarily measure whether they can detec

model-releasesarxiv-cs-ai
15 Sept 2026
Model Releases

Staying on the Attack Path: Structured State for Long-Horizon Automated Penetration Testing

DGX agent

arXiv:2609.07344v1 Announce Type: cross Abstract: Large language model (LLM) based agents are increasingly applied to cybersecurity tasks such as vulnerability discovery and automated penetration test

model-releasesarxiv-cs-ai
10 Sept 2026
Tutorials

Noise Contrastive Estimation-based Matching Framework for Low-Resource Security Attack Pattern Recognition

DGX agent

arXiv:2401.10337v5 Announce Type: replace-cross Abstract: Tactics, Techniques and Procedures (TTPs) represent sophisticated attack patterns in the cybersecurity domain, described encyclopedically in t

tutorialsarxiv-cs-cl
27 Aug 2026
Model Releases

Distilling Knowledge from Large Language Models into Lightweight Reinforcement Learning Agents for Autonomous Cyber Operations

DGX agent

arXiv:2607.28826v1 Announce Type: new Abstract: Autonomous Cyber Operations (ACO) are increasingly important for defending enterprise networks as cyber threats continue to evolve in sophistication. AC

model-releasesarxiv-cs-lg
3 Aug 2026
Safety

The Disruptive Impact of Large Language Models on Capture the Flag Competitions and the Path Toward Fair Play

DGX agent

arXiv:2607.25425v1 Announce Type: new Abstract: Capture the Flag (CTF) competitions are among cybersecurity's most effective training grounds, developing practical skill across cryptography, web explo

safetyarxiv-cs-ai
29 Jul 2026
Applications

AI-Generated PowerShell Malware: An Experimental Framework and Dataset

DGX agent

arXiv:2606.30819v1 Announce Type: cross Abstract: Generative AI has emerged as a significant cybersecurity threat, with several recent attack campaigns leveraging LLMs to generate code for malicious p

applicationsarxiv-cs-ai
1 Jul 2026
Agents

AMD-FCG: An Enhanced Function Call Graph Dataset with Integrated Topological Features for Malware Detection and Classification

DGX agent

arXiv:2606.06815v1 Announce Type: cross Abstract: As malware illustrates a complex structure and behavior, detection of these has been a significant challenge in the domain of cybersecurity along with

agentsarxiv-cs-lg
8 Jun 2026
Model Releases

HIDBench: Benchmarking Large Language Models for Host-Based Intrusion Detection

DGX agent

arXiv:2605.21773v1 Announce Type: cross Abstract: Recent benchmark efforts have advanced the evaluation of large language models (LLMs) in cybersecurity, including tasks such as penetration testing an

model-releasesarxiv-cs-lg
23 May 2026
Model Releases

CTFusion: A CTF-based Benchmark for LLM Agent Evaluation

DGX agent

arXiv:2605.11504v1 Announce Type: new Abstract: Recent advances in Large Language Models (LLMs) have enabled agentic systems for complex, multi-step tasks; cybersecurity is emerging as a prominent app

model-releasesarxiv-cs-lg
13 May 2026
Model Releases

ExploitGym: Can AI Agents Turn Security Vulnerabilities into Real Attacks?

DGX agent

arXiv:2605.11086v1 Announce Type: cross Abstract: AI agents are rapidly gaining capabilities that could significantly reshape cybersecurity, making rigorous evaluation urgent. A critical capability is

model-releasesarxiv-cs-lg
13 May 2026
Agents

Enabling Transparent Cyber Threat Intelligence Combining Large Language Models and Domain Ontologies

DGX agent

arXiv:2509.00081v2 Announce Type: replace-cross Abstract: Effective Cyber Threat Intelligence (CTI) relies upon accurately structured and semantically enriched information extracted from cybersecurity

agentsarxiv-cs-ai
28 Apr 2026
Research

Dynamic Risk Assessment by Bayesian Attack Graphs and Process Mining

DGX agent

arXiv:2604.18080v1 Announce Type: cross Abstract: While attack graphs are useful for identifying major cybersecurity threats affecting a system, they do not provide operational support for determining

researcharxiv-cs-lg
21 Apr 2026
Model Releases

From Reactive Containment to Proactive Assurance: Lessons from OpenAI, Anthropic, and Google Agent Security Incidents

DGX agent

arXiv:2610.12463v1 Announce Type: cross Abstract: In 2026, cybersecurity evaluations involving OpenAI, Anthropic, and Google agents reached real systems outside their authorized test scope. The paths

model-releasesarxiv-cs-ai
9 Oct 2026
Safety

Agentic-ZTA: A Multi-Agent Architecture for Autonomous Zero Trust Enforcement

DGX agent

arXiv:2610.05782v1 Announce Type: cross Abstract: Agentic AI is emerging as a promising paradigm for automating complex cybersecurity decisions, yet its use in enforcing zero trust introduces signific

safetyarxiv-cs-lg
6 Oct 2026
Tutorials

Anomaly Detection and Generation with Diffusion Models: A Survey

DGX agent

arXiv:2506.09368v2 Announce Type: replace Abstract: Anomaly detection (AD) plays a pivotal role across diverse domains, including cybersecurity, finance, healthcare, and industrial manufacturing, by i

tutorialsarxiv-cs-lg
6 Oct 2026
Applications

A Hybrid Approach to Malware Detection: Integrating Few-Shot Model-Agnostic Meta-Learning with Autoencoders

DGX agent

arXiv:2610.01949v1 Announce Type: cross Abstract: Ransomware has emerged as a major cybersecurity threat, with incidents increasing in frequency and impact across critical sectors. These attacks are t

applicationsarxiv-cs-ai
2 Oct 2026
Model Releases

CineSubBench: Evaluating LLMs on Long-Form Narrative and Cultural Understanding from Multilingual Movie Subtitles

DGX agent

arXiv:2609.36218v1 Announce Type: cross Abstract: Large language models are increasingly evaluated in specialized domains such as law, medicine, software engineering, and cybersecurity, yet film remai

model-releasesarxiv-cs-ai
30 Sept 2026
Model Releases

LLM4Trust: Exploring the Capabilities of Large Language Models for Trust Evaluation

DGX agent

arXiv:2609.33521v1 Announce Type: new Abstract: Trust evaluation plays a critical role in cybersecurity by supporting risk mitigation and decision-making. A variety of trust evaluation methods have be

model-releasesarxiv-cs-lg
29 Sept 2026
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