Technical write-up for the TigerGraph Agentic Fraud Investigation hackathon (Hacker House Goa). The numbers, up front. On 1,376 of the bank's own closed cases that nothing was fitted on: 99.3% verdict accuracy when the agent decides, only 2 of 1,258 frauds called legitimate, 99.6% of its fraud calls right, and the fraud pattern named correctly... Weiterlesen
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Building a fraud investigator that argues with itself
Technical write-up for the TigerGraph Agentic Fraud Investigation hackathon (Hacker House Goa). The numbers, up front. On 1,376 of the bank's own closed cases that nothing was fitted on: 99.3% verdict accuracy when the agent decides,…
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title: Detect Exploitation - Building a fraud investigator that argues with itself
id: 39a0a7e9-909c-4b1f-9ea3-a953254530e1
status: experimental
description: Automatisch generierte SIEM-Erkennungsregel basierend auf CTI Intelligence
references:
- https://tsecurity.de/
author: iShareStuff CTI Automated Detection Engine
date: 2026-09-24
logsource:
category: network_connection
product: any
detection:
selection:
CommandLine|contains:
- 'exploit'
condition: selection
falsepositives:
- Legitime administrative Zugriffe oder Penetrationstests
level: high
tags:
- attack.initial_accessrule CTI_Threat_Indicator {
meta:
author = "iShareStuff CTI Automated Detection Engine"
date = "2026-09-24"
description = "YARA Signature for "
strings:
$str = "Building a fraud investigator " ascii wide
condition:
any of them
}tsecurity.de Cognitive Threat RAG
Fokus-Vektor:
Kognitive Analyse für identifizierte Bedrohung: Erhöhte Bedrohungslage im Bereich Building a fraud investigator that argue.... Basierend auf 368k Vektor-Korrelationen werden sofortige Isolationsmaßnahmen für betroffene Endpunkte empfohlen.
🛡️ Angriffsfläche & Exposure
Netzwerk/Remote-Zugriff ohne Vorauthentifizierung möglich.
⚡ Empfohlene Sofortmaßnahmen
- 1. Perimeter-Inspektion: Relevante Portfreigaben und exponierte Endpunkte unverzüglich scannen.
- 2. Patch-Applikation: Hersteller-Hotfix einspielen oder betroffene Daemons in isolierte DMZ-Segmente überführen.
- 3. Telemetrie & EDR-Alerts: Prozessaufrufe und Child-Processes auf anomale Shell-Spawns überwachen.
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