Malware

HexStrike AI

HexStrike AI is an open-source AI-based attack and penetration-testing framework, also referred to as HexStrike-AI, that uses generative AI and model context protocols (MCPs) to orchestrate traditional red-team tooling. The provided content places it at AIM3 Level 3 (Optimizing), describing it as an AI-enabled red teaming framework that augments attacker workflows through tool orchestration rather than fully autonomous malware behavior. It is associated with automated reconnaissance and credential-attack use cases, and reporting from September 2025 lists it alongside BruteForce AI as an open-source AI-based attack tool. Additional reporting states that criminals have turned HexStrike AI into a weapon for discovering or exploiting fresh vulnerabilities. More broadly, the surrounding reporting situates HexStrike AI within the expanding ecosystem of offensive AI tooling distributed through open-source channels such as GitHub and similar platforms, alongside tools such as WormGPT, FraudGPT, EvilGPT, KawaiiGPT, Xanthorox, and BruteForce AI. No specific indicators of compromise, infection vector, or victim industry targeting are directly provided in the content.

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MITRE ATT&CK

Techniques & procedures

14 distinct techniques documented for this family, organized by ATT&CK tactic.

Reconnaissance

2 techniques

T1590Gather Victim Network InformationEvidence1

key capabilities have been segmented into phishing automation, malware development, reconnaissance, brute force, vulnerability exploitation, and social engineering.

T1595Active ScanningEvidence4

Operators typically send a small 'hello' probe first to confirm the endpoint answers, then submit the full payload.

Initial Access

4 techniques

T1078Valid AccountsEvidence1

The approach needs no software exploit. The attacker simply configures an agent or client ... to use the exposed endpoint as its model backend.

T1133External Remote ServicesEvidence1

Find an unauthenticated AI backend Repurpose it as free, anonymous compute for an offensive AI workload.

T1190Exploit Public-Facing ApplicationEvidence4

attackers exploit "the inference endpoints that self-hosted AI software exposes for applications to call." The attacker doesn't need any special authentication to reach them; they just need to know where the endpoint is.

T1566PhishingEvidence1

key capabilities have been segmented into phishing automation, malware development, reconnaissance, brute force, vulnerability exploitation, and social engineering.

Execution

2 techniques

T1059Command and Scripting InterpreterEvidence3

the prompt instructed the agent to never ask for permission, run non-stop, never identify "Strix" or any identifiable names/markers in the agent's actions, and to "GO SUPER HARD on all targets."

T1203Exploitation for Client ExecutionEvidence1

Hackers are exchanging instructions on how to deploy it against three Citrix NetScaler flaws disclosed last week: CVE-2025-7775, CVE-2025-7776 and CVE-2025-8424. The most critical of these, CVE-2025-7775, allows unauthenticated remote code execution.

Persistence

3 techniques

T1078Valid AccountsEvidence1

The approach needs no software exploit. The attacker simply configures an agent or client ... to use the exposed endpoint as its model backend.

T1133External Remote ServicesEvidence1

Find an unauthenticated AI backend Repurpose it as free, anonymous compute for an offensive AI workload.

T1505.003Web ShellEvidence1

Posts on darkweb forums described running scans for vulnerable NetScaler instances, generating exploit payloads and deploying webshells for persistence.

Privilege Escalation

1 technique

T1078Valid AccountsEvidence1

The approach needs no software exploit. The attacker simply configures an agent or client ... to use the exposed endpoint as its model backend.

Stealth

1 technique

T1078Valid AccountsEvidence1

The approach needs no software exploit. The attacker simply configures an agent or client ... to use the exposed endpoint as its model backend.

Credential Access

1 technique

T1110Brute ForceEvidence1

Notable tools: nmap, nuclei, sqlmap, metasploit, hydra (network and web exploitation)

Discovery

1 technique

T1518Software DiscoveryEvidence1

Before sending the toolset, the same source enumerated the server's installed models using a handful of requests, consistent with an operator checking the backend before relying on it.

Command and Control

1 technique

T1105Ingress Tool TransferEvidence1

Agents like HexStrike-AI and Cyberspike's Villager employ GenAI as an orchestrator to launch attacks using existing tools.

Impact

1 technique

T1496Resource HijackingEvidence1

Attackers Hijack Exposed AI Endpoints to Power Offensive Ops ... leverage organization-owned AI agents to power complex threat activity.

Other

1 technique

T1656ImpersonationEvidence1

key capabilities have been segmented into phishing automation, malware development, reconnaissance, brute force, vulnerability exploitation, and social engineering.

INDICATORS OF COMPROMISE

IOCs tracked for this family

1 indicator attributed across vendor reports, sandbox runs, and researcher write-ups. Full values are available in Mallory.

View more in app

Network

1 tracked

IPs, domains, and DNS infrastructure linked to this family.

TypeValueLatest sighting

ip.v4●●●●●●●●●●●●View more in app4 months ago

ACTIVITY FEED

Recent activity

5 sources tracked across advisories, community write-ups, and news. New activity surfaces here as Mallory finds it.

5 SOURCESView more in app

ahnlab asec blogNews

May 27, 2026

The proliferation and evolution of AI-powered hacking tools - how generative AI has changed the cyber attack ecosystem and response strategies - ASEC

Open-source AI-based attack framework.

ahnlab asec blogNews

May 21, 2026

The proliferation and evolution of AI-powered hacking tools - from dark web distribution to autonomous attacks - ASEC

AI-based hacking tool referenced as part of the ecosystem of offensive AI tools distributed on dark web and other platforms.

recorded future blogNews

Dec 1, 2025

AI Malware: Hype vs. Reality

Open-source AI-powered penetration testing framework that uses multiple AI agents to drive traditional red team tools such as nmap.

tanium blogNews

Oct 2, 2025

CTI Roundup: HexStrike AI, TinkyWinkey, Silver Fox APT

+1 more in the timeline

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IOC matching1

Match every observed IP, domain, and hash against your live telemetry.

Threat actor attribution

Named campaigns wielding this family, with evidence pinned to each claim.

Exploited vulnerabilities

CVEs this family uses for access and lateral movement.

Detection signatures

YARA, Sigma, Snort, and vendor rules, auto-deployed to your SIEM.

MITRE ATT&CK mapping14

Every documented technique, ranked by evidence weight.

Researcher chatter

Reddit, Mastodon, and CTI community discussion around this family.

HexStrike AI