Ground Truth·47 min
Gabriel Bassett
Shows how attack paths can be stored as graph data so attacker actions and affected assets can be queried together.
threatintelligenceattack+2
Ground Truth BSidesLV 2022
Las Vegas, USA · August 2022 · 10 talks
Ground Truth talks from BSides Las Vegas 2022.
1–10 of 10 talks
Ground Truth·50 min
Emily Austin
Shows how descriptive statistics and exploratory analysis of internet-wide scan data reveal patterns in exposed services and risks.
internetinfrastructurevulnerabilities+2
Ground Truth·55 min
Joshua D Saxe · Younghoo Lee
Shows how large language models like GPT-3 can describe command lines and detect spam from only a few examples.
aimachine-learningdetection+1
Ground Truth·59 min
Russell Thomas · Christopher Vos
Explains how catastrophe models quantify rare, widespread cyber losses using causal simulation rather than standard statistics.
riskthreatlessons-learned+2
Ground Truth·47 min
Tracy Z Maleeff
Draws lessons from library science to show how security teams can communicate better and support their users.
lessons-learnedlearningphishing+2
Ground Truth·55 min
Sven Cattell
Argues that adversarial robustness is a poor fit for security, and lays out the defenses that matter for ML systems.
aimachine-learningmalware-analysis+2
Ground Truth·48 min
GT
Shows how natural language vulnerability tickets can be classified with machine learning to predict their severity levels.
machine-learningvulnerabilitiesrisk+1
Ground Truth·57 min
Looks at how AI is applied to security work in practical settings.
aimachine-learningdefensive-security+1
Ground Truth·46 min
Presents a system for prioritizing security alerts so the most urgent ones get escalated first.
security-operationsthreat-detectiondefensive-security
Ground Truth·38 min
Adarsh D Kyadige · Konstantin Berlin
Shows how a machine learning detector for living-off-the-land command lines is built, labeled, and tuned to avoid alert floods.
machine-learningthreat-detectionsecurity-operations+2