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Exploited within hours: MLflow SSRF and FUXA auth bypass join the emergency patch list

watchTowr says attackers are already pulling cloud credentials through MLflow's Tracking Server, and VulnCheck logged scanning against a FUXA path traversal a day later.

The Watch · Security desk

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Illustration accompanying Exploited within hours: MLflow SSRF and FUXA auth bypass join the emergency patch list
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What happened

  • Two critical vulnerabilities, one in MLflow (an open-source AI platform) and one in FUXA (open-source web-based SCADA/HMI software), are witnessing malicious scanning and exploitation efforts.
  • The vulnerabilities were reported independently by watchTowr and VulnCheck.
  • CVE-2026-64849 (CVSS 9.3) is an unauthenticated server-side request forgery in MLflow that allows an attacker who can reach the Tracking Server (mlflow server) to issue HTTP requests to arbitrary internal cloud metadata endpoints and extract sensitive data; it affects versions below 3.15.0.
  • watchTowr said in a LinkedIn post that attackers are exploiting CVE-2026-64849 to reach cloud metadata services directly and are exfiltrating cloud credentials and secrets.
  • Yordan Ganchev, principal threat intelligence specialist at watchTowr, said the flaw is in MLflow's model-registry webhooks and allows an attacker to proxy requests through the affected system and interact with internal services.

Why it matters

Two unauthenticated critical bugs, one in the MLflow AI platform and one in the FUXA SCADA/HMI package, are drawing active scanning and exploitation, according to separate reports from watchTowr and VulnCheck [8][9]. The practical consequence is that the machine learning tracking server your data science team stood up last quarter and the web HMI on the plant network now sit in the same triage bucket as an internet-facing VPN appliance.

The MLflow issue is CVE-2026-64849, rated CVSS 9.3: an unauthenticated server-side request forgery that lets anyone who can reach the Tracking Server issue HTTP requests to arbitrary internal cloud metadata endpoints and pull out sensitive data, affecting versions below 3.15.0 [1]. watchTowr says attackers are exploiting it to reach cloud metadata services directly and exfiltrate cloud credentials and secrets [2]. Yordan Ganchev, principal threat intelligence specialist at watchTowr, said the flaw sits in MLflow's model-registry webhooks and lets an attacker proxy requests through the affected system to interact with internal services [3]. Ganchev also said the bug bypasses prior fixes because of how it handles web redirects, and that the firm's global honeypot telemetry shows attackers going after cloud-hosted MLflow instances to extract credentials and secrets from well-known internal IP addresses and services [4][5].

Note the timeline. watchTowr says it saw indiscriminate scanning for exposed MLflow instances within hours of the CVE being assigned on August 17, 2026 [6]. That is not a patch window; it is a race you have already partly lost if the instance was exposed. watchTowr's guidance is unglamorous and correct: patch exposed systems first, review audit logs for signs of compromise, and check whether sensitive credentials have been exposed [7]. The last item is the one teams skip. An SSRF that reaches instance metadata is a credential theft primitive, so the incident does not end when the server is upgraded.

The OT half is CVE-2026-25895, CVSS 9.5, a missing authentication for a critical function combined with path traversal in FUXA, an open-source web-based SCADA/HMI product used in industrial automation [9][10]. An unauthenticated remote attacker can write arbitrary files to the file system and reach remote code execution, in versions up to and including 1.2.9 [10]. VulnCheck says malicious scanning began on August 18, 2026, one day after the MLflow CVE was assigned, with a single IP address broadly scanning the internet [11][12][16]. Caitlin Condon, VulnCheck's vice president of research, said the observed requests try to overwrite main.js with junk data via the traversal, and that no RCE payloads have been dropped yet [13].

Exposure here is small: roughly 60 FUXA installations are reachable from the public internet [14]. Small does not mean unimportant when the software drives a physical process, and FUXA is not new to this. Condon said two other FUXA flaws, CVE-2026-25939 and CVE-2023-33831, have also seen active exploitation over the past year, with activity against the older bug dating back to November 2025 and continuing as recently as the day before her post [15]. That makes three FUXA CVEs under exploitation pressure, counting the current one [17].

What to watch: whether the FUXA scanning moves from junk-data writes to working web shells, whether any second IP joins the single scanner VulnCheck has seen, and whether the MLflow credential thefts surface as downstream cloud intrusions rather than as MLflow incidents.

Clarity's read

What the record supports and how the coverage leans. The claims behind it follow.

Reality

Evidence72
Adoption55
Hype gap+20
Incentives35
Confidence70

Perspective Coverage

5 publishers
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Operator
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Why these scores

Claim ledger

Ranked by verification strength, evidence, and original report placement.

  1. [1]

    CVE-2026-64849 (CVSS 9.3) is an unauthenticated server-side request forgery in MLflow that allows an attacker who can reach the Tracking Server (mlflow server) to issue HTTP requests to arbitrary internal cloud metadata endpoints and extract sensitive data; it affects versions below 3.15.0.

    Reported SupportedView cited source
  2. [2]

    watchTowr said in a LinkedIn post that attackers are exploiting CVE-2026-64849 to reach cloud metadata services directly and are exfiltrating cloud credentials and secrets.

    Reported Supported Source: watchTowrView cited source
  3. [3]

    Yordan Ganchev, principal threat intelligence specialist at watchTowr, said the flaw is in MLflow's model-registry webhooks and allows an attacker to proxy requests through the affected system and interact with internal services.

    Reported Supported Source: Yordan Ganchev, watchTowrView cited source
  4. [4]

    According to watchTowr, the security bug bypasses prior fixes because of how it handles web redirects.

    Reported Supported Source: watchTowrView cited source
  5. [5]

    watchTowr said evidence from its global honeypot telemetry indicates attackers are abusing the vulnerability to target cloud-hosted MLflow systems to extract credentials and secrets from well-known internal IP addresses and services.

    Reported Supported Source: watchTowrView cited source
  6. [6]

    watchTowr detected bad actors indiscriminately scanning for exposed MLflow instances online within hours of the CVE being assigned on August 17, 2026.

    Reported Supported Source: watchTowrView cited source
  7. [7]

    Organizations running MLflow are recommended to prioritize patching affected, exposed systems, review audit logs for signs of compromise, and check whether sensitive credentials have been exposed.

    Reported SupportedView cited source
  8. [8]

    Two critical vulnerabilities, one in MLflow (an open-source AI platform) and one in FUXA (open-source web-based SCADA/HMI software), are witnessing malicious scanning and exploitation efforts.

    Reported SupportedView cited source
  9. [9]

    The vulnerabilities were reported independently by watchTowr and VulnCheck.

    Reported SupportedView cited source
  10. [10]

    CVE-2026-25895 (CVSS 9.5) is a missing authentication for a critical function plus path traversal vulnerability in FUXA that allows an unauthenticated remote attacker to write arbitrary files to the server file system and achieve remote code execution; it affects versions up to and including 1.2.9.

    Reported SupportedView cited source
  11. [11]

    VulnCheck said it detected malicious scanning aimed at CVE-2026-25895 starting August 18, 2026.

    Reported Supported Source: VulnCheckView cited source
  12. [12]

    A single IP address has been observed broadly scanning the internet for vulnerable FUXA instances.

    Reported Supported Source: VulnCheckView cited source
  13. [13]

    Caitlin Condon, vice president of research at VulnCheck, said in a LinkedIn post that the attacker request attempts to overwrite main.js with junk data via the CVE-2026-25895 path traversal, and that no RCE payloads have been dropped yet.

    Reported Supported Source: Caitlin Condon, VulnCheckView cited source
  14. [14]

    There are about 60 FUXA installations exposed to the public internet.

    Reported SupportedView cited source
  15. [15]

    Over the past year, two other FUXA vulnerabilities, CVE-2026-25939 and CVE-2023-33831, have also witnessed active exploitation efforts, with CVE-2023-33831 activity dating back to November 2025 and as recently as the day before Condon's post.

    Reported Supported Source: Caitlin Condon, VulnCheckView cited source
  16. [16]

    The FUXA scanning start date of August 18, 2026 is one day after the MLflow CVE assignment date of August 17, 2026.

    Derived Supported
  17. [17]

    Counting CVE-2026-25895, three FUXA vulnerabilities have seen exploitation activity: CVE-2026-25895, CVE-2026-25939 and CVE-2023-33831.

    Derived Supported

Sources

5 independent publishers whose own reporting we read for this story.

  1. bleepingcomputer.com

    1 article · August 20, 2026

    CISA warns of hackers exploiting critical MLflow vulnerability
  2. cisa.gov

    1 article · August 19, 2026

    CISA Adds One Known Exploited Vulnerability to Catalog
  3. securityaffairs.com

    1 article · August 20, 2026

    U.S. CISA adds an MLflow flaw to its Known Exploited Vulnerabilities catalog
  4. securityweek.com

    1 article · August 20, 2026

    MLflow Vulnerability Exploited for Cloud Credential Theft
  5. thehackernews.com

    1 article · August 18, 2026

    Attackers Exploit MLflow SSRF Flaw to Steal Cloud Credentials and Secrets

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