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Blackhat: Mind the Data Gap: Privacy Challenges in Autonomous AI Agents

Video von Blackhat auf YouTube: Author: Black Hat - Bewertung: 1x - Views:7 As AI agents become integral to finance, healthcare, and customer service…

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Author: Black Hat - Bewertung: 1x - Views:7

As AI agents become integral to finance, healthcare, and customer service, addressing their unique privacy and security challenges is crucial. This session explores key vulnerabilities in multi-agent AI systems, including adversarial attacks, prompt injections, and social engineering risks. Through real-world scenarios and case studies, we'll examine how these agents operate autonomously, learn, and adapt—and how these features can be exploited. Attendees will gain actionable insights on building robust defenses, from privilege management and LLM "judge" mechanisms to strict communication protocols, empowering them to fortify AI deployments against evolving threats.



By:

Narayana Pappu | CEO, Zendata

Rubens Zimbres | Senior AI Engineer



Full Abstract and Presentation Materials:

https://www.blackhat.com/eu-24/briefings/schedule/#mind-the-data-gap-privacy-challenges-in-autonomous-ai-agents-43069

🔍 CTI & Forensik

Cyber Threat Intelligence & Forensik

ATT&CK-Navigator · IoC-Radar · Exploit-Belege
MITRE ATT&CK Matrix Navigator
Enterprise-Matrix · nur belegte Techniken
14 Taktiken
2 belegte Techniken
T1071TA0011 · Command and Control
Application Layer Protocol (C2)
Mitigation: M1031 Network Intrusion Prevention & Egress Filtering
Quelle: Kontext-Klassifikation des Artikeltextes
T1566TA0001 · Initial Access
Phishing
Mitigation: M1054 User Training & Email Gateway Filtering
Quelle: Kontext-Klassifikation des Artikeltextes
Reconnaissance
Resource Development
Initial Access
Execution
Persistence
Privilege Escalation
Defense Evasion
Credential Access
Discovery
Lateral Movement
Collection
Command and Control
Exfiltration
Impact
CTI Threat Relationship Graph
Akteure · Techniken · Beziehungen
3 Knoten · 2 Relationen
CVE / Incident Threat Actor Software MITRE ATT&CK CWE Weakness IoC
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