CAMLIS
CAMLIS
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Graph-Based User-Entity Behavior Analytics for Enterprise Insider Threat Detection
CAMLIS 2023, Grant Gelven and Shannon Strum
Переглядів: 219

Відео

Don’t you forget NLP: prompt injection using repeated sequences in ChatGPT26:34Don’t you forget NLP: prompt injection using repeated sequences in ChatGPT
Don’t you forget NLP: prompt injection using repeated sequences in ChatGPT
Переглядів 28610 місяців тому
CAMLIS 2023, Mark Breitenbach, Adrian Wood, Win Suen and Po-Ning Tseng
Playing Defense: Benchmarking Cybersecurity Capabilities of Large Language Models28:11Playing Defense: Benchmarking Cybersecurity Capabilities of Large Language Models
Playing Defense: Benchmarking Cybersecurity Capabilities of Large Language Models
Переглядів 24310 місяців тому
CAMLIS 2023, Adarsh Kyadige, Salma Taoufiq, Younghoo Lee, Tamas Voros and Konstantin Berlin
LLM Prompt Injection: Attacks and Defenses22:00LLM Prompt Injection: Attacks and Defenses
LLM Prompt Injection: Attacks and Defenses
Переглядів 1,8 тис.10 місяців тому
CAMLIS 2023, Gary Lopez Munoz
Model Leeching: An Extraction Attack Targeting LLMs28:09Model Leeching: An Extraction Attack Targeting LLMs
Model Leeching: An Extraction Attack Targeting LLMs
Переглядів 32010 місяців тому
CAMLIS 2023, Lewis Birch, William Hackett, Stefan Trawicki, Neeraj Suri and Peter Garraghan
Anomaly Detection of Command Shell Sessions based on DistilBERT: Unsupervised and Supervised Appro17:51Anomaly Detection of Command Shell Sessions based on DistilBERT: Unsupervised and Supervised Appro
Anomaly Detection of Command Shell Sessions based on DistilBERT: Unsupervised and Supervised Appro
Переглядів 13710 місяців тому
CAMLIS 2023, Zefang Liu and John Buford
Razing to the Ground Machine Learning Phishing Webpage Detectors with Query Efficient Adversarial HT25:51Razing to the Ground Machine Learning Phishing Webpage Detectors with Query Efficient Adversarial HT
Razing to the Ground Machine Learning Phishing Webpage Detectors with Query Efficient Adversarial HT
Переглядів 6910 місяців тому
CAMLIS 2023, Biagio Montaruli, Luca Demetrio, Maura Pintor, Luca Compagna, Davide Balzarotti and Battista Biggio
Web content filtering through knowledge distillation of Large Language Models20:30Web content filtering through knowledge distillation of Large Language Models
Web content filtering through knowledge distillation of Large Language Models
Переглядів 10010 місяців тому
CAMLIS 2023, Tamas Voros
Compilation as a Defense: Enhancing DL Model Attack Robustness via Tensor Optimization23:35Compilation as a Defense: Enhancing DL Model Attack Robustness via Tensor Optimization
Compilation as a Defense: Enhancing DL Model Attack Robustness via Tensor Optimization
Переглядів 5110 місяців тому
CAMLIS 2023, Stefan Trawicki, William Hackett, Lewis Birch, Neeraj Suri and Peter Garraghan
Multi-Agent Reinforcement Learning for Maritime Operational Technology Cyber Security25:25Multi-Agent Reinforcement Learning for Maritime Operational Technology Cyber Security
Multi-Agent Reinforcement Learning for Maritime Operational Technology Cyber Security
Переглядів 19410 місяців тому
CAMLIS 2023, Alec Wilson, Ryan Menzies, David Foster, Marco Casassa Mont, Neela Morarji, Esin Turkbeyler and Lisa Gralewski
Enhancing Exfiltration Path Analysis Using Reinforcement Learning25:49Enhancing Exfiltration Path Analysis Using Reinforcement Learning
Enhancing Exfiltration Path Analysis Using Reinforcement Learning
Переглядів 7710 місяців тому
CAMLIS 2023, Cheng Wang, Riddam Rishu, Akshay Kakkar, Abdul Rahman, Christopher Redino, Dhruv Nandakumar, Tyler Cody, Ryan Clark, Dan Radke and Edward Bowen
Keynote - Security Issues in Generative AI1:11:02Keynote - Security Issues in Generative AI
Keynote - Security Issues in Generative AI
Переглядів 20110 місяців тому
CAMLIS 2023, Tom Goldstein
MalDICT: Benchmark Datasets on Malware Behaviors, Platforms, Exploitation, and Packers25:23MalDICT: Benchmark Datasets on Malware Behaviors, Platforms, Exploitation, and Packers
MalDICT: Benchmark Datasets on Malware Behaviors, Platforms, Exploitation, and Packers
Переглядів 10910 місяців тому
CAMLIS 2023, Robert Joyce, Edward Raff, Charles Nicholas and James Holt
Keynote - Lessons for AI Security Preparedness1:07:58Keynote - Lessons for AI Security Preparedness
Keynote - Lessons for AI Security Preparedness
Переглядів 27910 місяців тому
CAMLIS 2023, Shawn Richardson
Adaptive Experimental Design for Intrusion Data Collection25:59Adaptive Experimental Design for Intrusion Data Collection
Adaptive Experimental Design for Intrusion Data Collection
Переглядів 9610 місяців тому
CAMLIS 2023, Kate Highnam, Zach Hanif, Ellie Van Vogt, Sonali Parbhoo, Sergio Maffeis and Nicholas R. Jennings
Proxy in a Haystack: Uncovering and Classifying MFA Bypass Phishing Attacks in Large Scale Authenti24:17Proxy in a Haystack: Uncovering and Classifying MFA Bypass Phishing Attacks in Large Scale Authenti
Proxy in a Haystack: Uncovering and Classifying MFA Bypass Phishing Attacks in Large Scale Authenti
Переглядів 16610 місяців тому
Proxy in a Haystack: Uncovering and Classifying MFA Bypass Phishing Attacks in Large Scale Authenti
Small Effect Sizes in Malware Detection? Make Harder Train:Test Splits!24:25Small Effect Sizes in Malware Detection? Make Harder Train:Test Splits!
Small Effect Sizes in Malware Detection? Make Harder Train:Test Splits!
Переглядів 6410 місяців тому
Small Effect Sizes in Malware Detection? Make Harder Train:Test Splits!
SQL Driven Infrastructure for Cybersecurity ML Operations25:54SQL Driven Infrastructure for Cybersecurity ML Operations
SQL Driven Infrastructure for Cybersecurity ML Operations
Переглядів 8810 місяців тому
SQL Driven Infrastructure for Cybersecurity ML Operations
FASER: Binary Code Similarity Search through the use of Intermediate Representations23:57FASER: Binary Code Similarity Search through the use of Intermediate Representations
FASER: Binary Code Similarity Search through the use of Intermediate Representations
Переглядів 19010 місяців тому
FASER: Binary Code Similarity Search through the use of Intermediate Representations
Threat Detection on Kubernetes Logs Using GNN Embeddings27:11Threat Detection on Kubernetes Logs Using GNN Embeddings
Threat Detection on Kubernetes Logs Using GNN Embeddings
Переглядів 30910 місяців тому
Threat Detection on Kubernetes Logs Using GNN Embeddings
Building a Multi-Tenant Machine Learning Workflow Orchestration Platform (CAMLIS 2022)17:12Building a Multi-Tenant Machine Learning Workflow Orchestration Platform (CAMLIS 2022)
Building a Multi-Tenant Machine Learning Workflow Orchestration Platform (CAMLIS 2022)
Переглядів 94Рік тому
Building a Multi-Tenant Machine Learning Workflow Orchestration Platform (CAMLIS 2022)
OmnibusCyber: a schema-ready strongly typed database to model all cyber security objects14:41OmnibusCyber: a schema-ready strongly typed database to model all cyber security objects
OmnibusCyber: a schema-ready strongly typed database to model all cyber security objects
Переглядів 74Рік тому
OmnibusCyber: a schema-ready strongly typed database to model all cyber security objects
Inroads in Autonomous Network Defence using Explained Reinforcement Learning (CAMLIS 2022)19:19Inroads in Autonomous Network Defence using Explained Reinforcement Learning (CAMLIS 2022)
Inroads in Autonomous Network Defence using Explained Reinforcement Learning (CAMLIS 2022)
Переглядів 243Рік тому
Inroads in Autonomous Network Defence using Explained Reinforcement Learning (CAMLIS 2022)
Enhancing 2FA with IP-based geolocation without blocking all your users (CAMLIS 2022)11:42Enhancing 2FA with IP-based geolocation without blocking all your users (CAMLIS 2022)
Enhancing 2FA with IP-based geolocation without blocking all your users (CAMLIS 2022)
Переглядів 82Рік тому
Enhancing 2FA with IP-based geolocation without blocking all your users (CAMLIS 2022)
Playing Cat and Mouse with the Attacker: Frequent Item Set Mining in the Registry (CAMLIS 2022)20:06Playing Cat and Mouse with the Attacker: Frequent Item Set Mining in the Registry (CAMLIS 2022)
Playing Cat and Mouse with the Attacker: Frequent Item Set Mining in the Registry (CAMLIS 2022)
Переглядів 102Рік тому
Playing Cat and Mouse with the Attacker: Frequent Item Set Mining in the Registry (CAMLIS 2022)
Firenze: Model Evaluation Using Weak Signals (CAMLIS 2022)19:59Firenze: Model Evaluation Using Weak Signals (CAMLIS 2022)
Firenze: Model Evaluation Using Weak Signals (CAMLIS 2022)
Переглядів 52Рік тому
Firenze: Model Evaluation Using Weak Signals (CAMLIS 2022)
Keys to the Digital Castle: Detecting Malicious MDA Device Enrollment at Scale (CAMLIS 2022)8:43Keys to the Digital Castle: Detecting Malicious MDA Device Enrollment at Scale (CAMLIS 2022)
Keys to the Digital Castle: Detecting Malicious MDA Device Enrollment at Scale (CAMLIS 2022)
Переглядів 50Рік тому
Keys to the Digital Castle: Detecting Malicious MDA Device Enrollment at Scale (CAMLIS 2022)
Temporal Attack Detection in Multimodal Cyber-Physical Systems with Sticky HDP-HMM (CAMLIS 2022)11:39Temporal Attack Detection in Multimodal Cyber-Physical Systems with Sticky HDP-HMM (CAMLIS 2022)
Temporal Attack Detection in Multimodal Cyber-Physical Systems with Sticky HDP-HMM (CAMLIS 2022)
Переглядів 54Рік тому
Temporal Attack Detection in Multimodal Cyber-Physical Systems with Sticky HDP-HMM (CAMLIS 2022)
Keynote: Lessons Learned in Red Teaming AI Systems in High-Stakes Environments (CAMLIS 2022)36:48Keynote: Lessons Learned in Red Teaming AI Systems in High-Stakes Environments (CAMLIS 2022)
Keynote: Lessons Learned in Red Teaming AI Systems in High-Stakes Environments (CAMLIS 2022)
Переглядів 510Рік тому
Keynote: Lessons Learned in Red Teaming AI Systems in High-Stakes Environments (CAMLIS 2022)
Half-Day Vulnerabilities: A Study of the First Days of CVE Entries (CAMLIS 2022)21:38Half-Day Vulnerabilities: A Study of the First Days of CVE Entries (CAMLIS 2022)
Half-Day Vulnerabilities: A Study of the First Days of CVE Entries (CAMLIS 2022)
Переглядів 43Рік тому
Half-Day Vulnerabilities: A Study of the First Days of CVE Entries (CAMLIS 2022)