BEACON: A Unified Behavioral-Tactical Framework for Explainable Cybercrime Analysis with Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Sachdeva, Arush, Saravanan, Rajendraprasad, Sarkar, Gargi, Vemuri, Kavita, Shukla, Sandeep Kumar |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Modeling Behavioral Signals in Job Scams: A Human-Centered Security Study
by: Anagha, Goni, et al.
Published: (2026)
by: Anagha, Goni, et al.
Published: (2026)
Cyber Slavery Infrastructures: A Socio-Technical Study of Forced Criminality in Transnational Cybercrime
by: Sarkar, Gargi, et al.
Published: (2025)
by: Sarkar, Gargi, et al.
Published: (2025)
Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts
by: Rani, Nanda, et al.
Published: (2024)
by: Rani, Nanda, et al.
Published: (2024)
A Comprehensive Analytical Review on Cybercrime in West Africa
by: Adewopo, Victor, et al.
Published: (2024)
by: Adewopo, Victor, et al.
Published: (2024)
MalGEN: A Testbed for Modeling and Evaluating Malware Behaviors
by: Saha, Bikash, et al.
Published: (2025)
by: Saha, Bikash, et al.
Published: (2025)
Weaponization of Conscience in Cybercrime and Online Fraud: A Novel Systems Theory
by: Espinoza, Michelle
Published: (2024)
by: Espinoza, Michelle
Published: (2024)
Identifying Key Expert Actors in Cybercrime Forums Based on their Technical Expertise
by: Ruellan, Estelle, et al.
Published: (2025)
by: Ruellan, Estelle, et al.
Published: (2025)
Different Cybercrimes and their Solution for Common People
by: Tamang, S., et al.
Published: (2024)
by: Tamang, S., et al.
Published: (2024)
MaLAware: Automating the Comprehension of Malicious Software Behaviours using Large Language Models (LLMs)
by: Saha, Bikash, et al.
Published: (2025)
by: Saha, Bikash, et al.
Published: (2025)
Real-CATS: A Practical Training Ground for Emerging Research on Cryptocurrency Cybercrime Detection
by: Shi, Jiadong, et al.
Published: (2025)
by: Shi, Jiadong, et al.
Published: (2025)
Cyber security of Mega Events: A Case Study of Securing the Digital Infrastructure for MahaKumbh 2025 -- A 45 days Mega Event of 600 Million Footfalls
by: Negi, Rohit, et al.
Published: (2025)
by: Negi, Rohit, et al.
Published: (2025)
Getting Bored of Cyberwar: Exploring the Role of Low-level Cybercrime Actors in the Russia-Ukraine Conflict
by: Vu, Anh V., et al.
Published: (2022)
by: Vu, Anh V., et al.
Published: (2022)
An Automated Framework for Cybersecurity Policy Compliance Assessment Against Security Control Standards
by: Saha, Bikash, et al.
Published: (2026)
by: Saha, Bikash, 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)
Consiglieres in the Shadow: Understanding the Use of Uncensored Large Language Models in Cybercrimes
by: Lin, Zilong, et al.
Published: (2025)
by: Lin, Zilong, et al.
Published: (2025)
BEACON: Behavioral Malware Classification with Large Language Model Embeddings and Deep Learning
by: Perera, Wadduwage Shanika, et al.
Published: (2025)
by: Perera, Wadduwage Shanika, et al.
Published: (2025)
The Imitation Game: Using Large Language Models as Chatbots to Combat Chat-Based Cybercrimes
by: Yao, Yifan, et al.
Published: (2025)
by: Yao, Yifan, et al.
Published: (2025)
SeqShield: A Behavioral Analysis Approach to Uncover Rootkits
by: Ghodeshwar, Paras, et al.
Published: (2026)
by: Ghodeshwar, Paras, et al.
Published: (2026)
Reputation-based PoS for the Restriction of Illicit Activities on Blockchain: Algorand Usecase
by: Pandey, Mayank, et al.
Published: (2021)
by: Pandey, Mayank, et al.
Published: (2021)
Privacy by Voice: Modeling Youth Privacy-Protective Behavior in Smart Voice Assistants
by: Campbell, Molly, et al.
Published: (2026)
by: Campbell, Molly, et al.
Published: (2026)
Safety and Security Analysis of Large Language Models: Benchmarking Risk Profile and Harm Potential
by: Akiri, Charankumar, et al.
Published: (2025)
by: Akiri, Charankumar, et al.
Published: (2025)
A Proactive Insider Threat Management Framework Using Explainable Machine Learning
by: Shikonde, Selma, et al.
Published: (2025)
by: Shikonde, Selma, et al.
Published: (2025)
BEACON: Automatic Container Policy Generation using Environment-aware Dynamic Analysis
by: Kang, Haney, et al.
Published: (2025)
by: Kang, Haney, et al.
Published: (2025)
Large Language Models as a (Bad) Security Norm in the Context of Regulation and Compliance
by: Ludvigsen, Kaspar Rosager
Published: (2025)
by: Ludvigsen, Kaspar Rosager
Published: (2025)
$\texttt{ModSCAN}$: Measuring Stereotypical Bias in Large Vision-Language Models from Vision and Language Modalities
by: Jiang, Yukun, et al.
Published: (2024)
by: Jiang, Yukun, et al.
Published: (2024)
Benefits and Limitations of Web3
by: Connors, Collin, et al.
Published: (2024)
by: Connors, Collin, et al.
Published: (2024)
A Comprehensive Survey of Advanced Persistent Threat Attribution: Taxonomy, Methods, Challenges and Open Research Problems
by: Rani, Nanda, et al.
Published: (2024)
by: Rani, Nanda, et al.
Published: (2024)
Cyberwar Strategy and Tactics: An Analysis of Cyber Goals, Strategies, Tactics, and Techniques
by: Tinnel, Laura S., et al.
Published: (2024)
by: Tinnel, Laura S., et al.
Published: (2024)
MM-AttacKG: A Multimodal Approach to Attack Graph Construction with Large Language Models
by: Zhang, Yongheng, et al.
Published: (2025)
by: Zhang, Yongheng, et al.
Published: (2025)
The Privacy Policy Permission Model: A Unified View of Privacy Policies
by: Majedi, Maryam, et al.
Published: (2024)
by: Majedi, Maryam, et al.
Published: (2024)
STRIKE: A Structured Taxonomy of Cybercrime for Risk, Impact, Knowledge, and Evolution
by: Pappy, Melissa, et al.
Published: (2026)
by: Pappy, Melissa, et al.
Published: (2026)
Persuasion and Phishing: Analysing the Interplay of Persuasion Tactics in Cyber Threats
by: Khadka, Kalam
Published: (2024)
by: Khadka, Kalam
Published: (2024)
User Privacy and Large Language Models: An Analysis of Frontier Developers' Privacy Policies
by: King, Jennifer, et al.
Published: (2025)
by: King, Jennifer, et al.
Published: (2025)
Systematically Assessing the Security Risks of AI/ML-enabled Connected Healthcare Systems
by: Elnawawy, Mohammed, et al.
Published: (2024)
by: Elnawawy, Mohammed, et al.
Published: (2024)
mopri - An Analysis Framework for Unveiling Privacy Violations in Mobile Apps
by: Ziepel, Cornell, et al.
Published: (2026)
by: Ziepel, Cornell, et al.
Published: (2026)
RHINO: Guided Reasoning for Mapping Network Logs to Adversarial Tactics and Techniques with Large Language Models
by: Meng, Fanchao, et al.
Published: (2025)
by: Meng, Fanchao, et al.
Published: (2025)
Counterfactual Explainable Incremental Prompt Attack Analysis on Large Language Models
by: Shu, Dong, et al.
Published: (2024)
by: Shu, Dong, et al.
Published: (2024)
Topical Shifts in the Dark Web: A Longitudinal Analysis of Content from the Cybercrime Ecosystem
by: Ricaldi, Roy, et al.
Published: (2026)
by: Ricaldi, Roy, et al.
Published: (2026)
Data Defenses Against Large Language Models
by: Agnew, William, et al.
Published: (2024)
by: Agnew, William, et al.
Published: (2024)
Covert Surveillance in Smart Devices: A SCOUR Framework Analysis of Youth Privacy Implications
by: Shouli, Austin, et al.
Published: (2025)
by: Shouli, Austin, et al.
Published: (2025)
Similar Items
-
Modeling Behavioral Signals in Job Scams: A Human-Centered Security Study
by: Anagha, Goni, et al.
Published: (2026) -
Cyber Slavery Infrastructures: A Socio-Technical Study of Forced Criminality in Transnational Cybercrime
by: Sarkar, Gargi, et al.
Published: (2025) -
Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts
by: Rani, Nanda, et al.
Published: (2024) -
A Comprehensive Analytical Review on Cybercrime in West Africa
by: Adewopo, Victor, et al.
Published: (2024) -
MalGEN: A Testbed for Modeling and Evaluating Malware Behaviors
by: Saha, Bikash, et al.
Published: (2025)