Transforming Cyber Defense: Harnessing Agentic and Frontier AI for Proactive, Ethical Threat Intelligence
Fuente:
arXiv
Saved in:
| Main Author: | Tallam, Krti |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CyberSentinel: An Emergent Threat Detection System for AI Security
by: Tallam, Krti
Published: (2025)
by: Tallam, Krti
Published: (2025)
The Cyber Immune System: Harnessing Adversarial Forces for Security Resilience
by: Tallam, Krti
Published: (2025)
by: Tallam, Krti
Published: (2025)
Security-First AI: Foundations for Robust and Trustworthy Systems
by: Tallam, Krti
Published: (2025)
by: Tallam, Krti
Published: (2025)
Operationalizing CaMeL: Strengthening LLM Defenses for Enterprise Deployment
by: Tallam, Krti, et al.
Published: (2025)
by: Tallam, Krti, et al.
Published: (2025)
Engineering Risk-Aware, Security-by-Design Frameworks for Assurance of Large-Scale Autonomous AI Models
by: Tallam, Krti
Published: (2025)
by: Tallam, Krti
Published: (2025)
Embedding Trust at Scale: Physics-Aware Neural Watermarking for Secure and Verifiable Data Pipelines
by: Tallam, Krti
Published: (2025)
by: Tallam, Krti
Published: (2025)
Layered Mutability: Continuity and Governance in Persistent Self-Modifying Agents
by: Tallam, Krti
Published: (2026)
by: Tallam, Krti
Published: (2026)
reconCTI: A Proactive Approach to Cyber-Threat Intelligence
by: Rahman, Mohammed Mahir, et al.
Published: (2026)
by: Rahman, Mohammed Mahir, et al.
Published: (2026)
Discerning Reliable Cyber Threat Indicators for Timely Cyber Threat Intelligence
by: Arikkat, Dincy R, et al.
Published: (2023)
by: Arikkat, Dincy R, et al.
Published: (2023)
Towards an AI-Enhanced Cyber Threat Intelligence Processing Pipeline
by: Alevizos, Lampis, et al.
Published: (2024)
by: Alevizos, Lampis, et al.
Published: (2024)
Towards Cyber Threat Intelligence for the IoT
by: Iacovazzi, Alfonso, et al.
Published: (2024)
by: Iacovazzi, Alfonso, et al.
Published: (2024)
CyLens: Towards Reinventing Cyber Threat Intelligence in the Paradigm of Agentic Large Language Models
by: Liu, Xiaoqun, et al.
Published: (2025)
by: Liu, Xiaoqun, et al.
Published: (2025)
Cyber Threat Hunting: Non-Parametric Mining of Attack Patterns from Cyber Threat Intelligence for Precise Threats Attribution
by: Kanwal, Rimsha, et al.
Published: (2025)
by: Kanwal, Rimsha, et al.
Published: (2025)
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds
by: Al-Yasiri, Jamal H., et al.
Published: (2025)
by: Al-Yasiri, Jamal H., et al.
Published: (2025)
Trustworthy Artificial Intelligence for Cyber Threat Analysis
by: Wang, Shuangbao Paul, et al.
Published: (2025)
by: Wang, Shuangbao Paul, et al.
Published: (2025)
Jailbreaking Generative AI: Multivector Phishing Threats and Transformer based Defenses
by: Mishra, Rina, et al.
Published: (2025)
by: Mishra, Rina, et al.
Published: (2025)
Bandit on the Hunt: Dynamic Crawling for Cyber Threat Intelligence
by: Kuehn, Philipp, et al.
Published: (2025)
by: Kuehn, Philipp, et al.
Published: (2025)
AI-Driven Cyber Threat Intelligence Automation
by: Shah, Shrit, et al.
Published: (2024)
by: Shah, Shrit, et al.
Published: (2024)
ThreatKG: An AI-Powered System for Automated Open-Source Cyber Threat Intelligence Gathering and Management
by: Gao, Peng, et al.
Published: (2022)
by: Gao, Peng, et al.
Published: (2022)
Cyber Threat Intelligence for Artificial Intelligence Systems
by: Krawczyk, Natalia, et al.
Published: (2026)
by: Krawczyk, Natalia, et al.
Published: (2026)
TTPXHunter: Actionable Threat Intelligence Extraction as TTPs from Finished Cyber Threat Reports
by: Rani, Nanda, et al.
Published: (2024)
by: Rani, Nanda, et al.
Published: (2024)
Ensemble Defense System: A Hybrid IDS Approach for Effective Cyber Threat Detection
by: Alharbi, Sarah, et al.
Published: (2024)
by: Alharbi, Sarah, et al.
Published: (2024)
Security Barriers to Trustworthy AI-Driven Cyber Threat Intelligence in Finance: Evidence from Practitioners
by: Karaosman, Emir, et al.
Published: (2026)
by: Karaosman, Emir, et al.
Published: (2026)
Beyond RAG for Cyber Threat Intelligence: A Systematic Evaluation of Graph-Based and Agentic Retrieval
by: Hamzic, Dzenan, et al.
Published: (2026)
by: Hamzic, Dzenan, et al.
Published: (2026)
A Case Study on the Use of Representativeness Bias as a Defense Against Adversarial Cyber Threats
by: Hitaj, Briland, et al.
Published: (2025)
by: Hitaj, Briland, et al.
Published: (2025)
Ransomware IR Model: Proactive Threat Intelligence-Based Incident Response Strategy
by: Lai, Anthony Cheuk Tung, et al.
Published: (2025)
by: Lai, Anthony Cheuk Tung, et al.
Published: (2025)
LLM-Assisted Proactive Threat Intelligence for Automated Reasoning
by: Paul, Shuva, et al.
Published: (2025)
by: Paul, Shuva, et al.
Published: (2025)
Quantifying the ROI of Cyber Threat Intelligence: A Data-Driven Approach
by: Strada, Matteo
Published: (2025)
by: Strada, Matteo
Published: (2025)
DroidTTP: Mapping Android Applications with TTP for Cyber Threat Intelligence
by: Arikkat, Dincy R, et al.
Published: (2025)
by: Arikkat, Dincy R, et al.
Published: (2025)
TSTEM: A Cognitive Platform for Collecting Cyber Threat Intelligence in the Wild
by: Balasubramanian, Prasasthy, et al.
Published: (2024)
by: Balasubramanian, Prasasthy, et al.
Published: (2024)
A Practical Honeypot-Based Threat Intelligence Framework for Cyber Defence in the Cloud
by: Chin, Darren Malvern, et al.
Published: (2025)
by: Chin, Darren Malvern, et al.
Published: (2025)
CTI-HAL: A Human-Annotated Dataset for Cyber Threat Intelligence Analysis
by: Della Penna, Sofia, et al.
Published: (2025)
by: Della Penna, Sofia, et al.
Published: (2025)
Proactive Hardening of LLM Defenses with HASTE
by: Chen, Henry, et al.
Published: (2026)
by: Chen, Henry, et al.
Published: (2026)
Uncovering Vulnerabilities of LLM-Assisted Cyber Threat Intelligence
by: Meng, Yuqiao, et al.
Published: (2025)
by: Meng, Yuqiao, et al.
Published: (2025)
BRIDG-ICS: AI-Grounded Knowledge Graphs for Intelligent Threat Analytics in Industry~5.0 Cyber-Physical Systems
by: Nandiya, Padmeswari, et al.
Published: (2025)
by: Nandiya, Padmeswari, et al.
Published: (2025)
Cyber Defense Benchmark: Agentic Threat Hunting Evaluation for LLMs in SecOps
by: Chona, Alankrit, et al.
Published: (2026)
by: Chona, Alankrit, et al.
Published: (2026)
AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution
by: Rani, Nanda, et al.
Published: (2025)
by: Rani, Nanda, et al.
Published: (2025)
The Dark Side of the Web: Towards Understanding Various Data Sources in Cyber Threat Intelligence
by: Schröer, Saskia Laura, et al.
Published: (2025)
by: Schröer, Saskia Laura, et al.
Published: (2025)
CRUcialG: Reconstruct Integrated Attack Scenario Graphs by Cyber Threat Intelligence Reports
by: Cheng, Wenrui, et al.
Published: (2024)
by: Cheng, Wenrui, et al.
Published: (2024)
From Secure Agentic AI to Secure Agentic Web: Challenges, Threats, and Future Directions
by: Deng, Zhihang, et al.
Published: (2026)
by: Deng, Zhihang, et al.
Published: (2026)
Similar Items
-
CyberSentinel: An Emergent Threat Detection System for AI Security
by: Tallam, Krti
Published: (2025) -
The Cyber Immune System: Harnessing Adversarial Forces for Security Resilience
by: Tallam, Krti
Published: (2025) -
Security-First AI: Foundations for Robust and Trustworthy Systems
by: Tallam, Krti
Published: (2025) -
Operationalizing CaMeL: Strengthening LLM Defenses for Enterprise Deployment
by: Tallam, Krti, et al.
Published: (2025) -
Engineering Risk-Aware, Security-by-Design Frameworks for Assurance of Large-Scale Autonomous AI Models
by: Tallam, Krti
Published: (2025)