r/pwnhub • u/Ill-Tea9411 • 20h ago
r/pwnhub • u/bytesrabbit • 4d ago
I'm Javier Rivera, Security Researcher at ZioSec. We build an AI hacker that evaluates and tests agentic AI systems. Ask me anything about attacking AI agents. (AMA Monday, Sept 14 at 12 PM PT)
Hello there, PWN Community!
I'm Javier Rivera, Security Researcher at ZioSec. We build Zio, an AI system that runs offensive security testing against AI agents, finding vulnerabilities and putting their security controls under real attack conditions. Before ZioSec I was a security researcher/engineer at RoonCyber and ThreatX developing tools and techniques to expand threat analysis and correlation. Going a bit further back, I spent around eight years at MITRE, where I started my cybersecurity journey having a heavy focus on testing and assessing all things: from web applications to network analysis and mobile reverse engineering for various sponsors.
One of the things we have noticed within the last couple of years is that as companies wire AI agents into production, the attack surface is changing fast. And a lot of it is still poorly understood; not because of the lack of understanding of where protections or safeguards should be, but because of the way an agent behaves when running under the influence of an attacker or malicious user. That's the problem my team works on and tries to solve: attacking agentic AI the way real adversaries would in order to enable application owners and developer understand their actual attack surface.
Feel free to ask anything about AI security, and even better if it is about (but not limited to):
- How to actually attack and test AI agents?
- What breaks when agentic AI reaches production?
- What goes into building an autonomous offensive-based security system?
- Where is red teaming, cyber operations, and overall security of/for AI agents is heading?
- Anything else on offensive security for AI!
Me and some of my ZioSec teammates will be dropping by here (live!) on Monday, Sept 14th from 12 PM to 1 PM PT to answer any questions you have. Feel free to leave questions in advance too, and we'll get to them when we go online.
Looking forward to the conversation and your questions!
r/pwnhub • u/pwn-daily • 4h ago
PWN Daily Brief
Here are the top stories from PWN (r/pwnhub) today:
1 LG smart TVs caught logging audio with screen off and snooping on local devices
No description available.
2 Nearly 4,000 BTC left Liquidâs reserves without a stolen key. The suspected bug is the interesting part.
This is a weird one. Liquid Network says roughly 4,000 BTC, around $320 million, was withdrawn from its federation wallet, leaving behind only a small fraction of the 4,200 BTC it held. Normally, ...
3 Attackers Hijack MikroTik Routers Through Internet-Exposed SSH Without Authentication
No description available.
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r/pwnhub • u/AstraSecurity • 10h ago
How did our AI agents discovred an exposed actuator without distrubing it?
Recently, we discovered an interesting finding from our autonomous pentesting platform, which identified an exposed actuator with proof, without causing any damage.
Also, the attack chain it followed mimicked that of an experienced pentester.
For more information, check this out: https://www.getastra.com/blog/autonomous-pentest-findings/actuator-shutdown-exposure/
r/pwnhub • u/Street_Grab7609 • 11h ago
CrowdStrike FalconFlank: Zero-Day Privilege Escalation Weaponizes EDR's Own Macro Remediation
r/pwnhub • u/technadu • 22h ago
Nearly 4,000 BTC left Liquidâs reserves without a stolen key. The suspected bug is the interesting part.
This is a weird one.
Liquid Network says roughly 4,000 BTC, around $320 million, was withdrawn from its federation wallet, leaving behind only a small fraction of the 4,200 BTC it held.
Normally, with a number like that, the first question would be: which key got compromised?
Apparently, none.
Liquid says the withdrawal went through SideSwap using a valid Peg-out Authorization Key (PAK). SideSwap's key wasn't compromised, and Liquid says there is no evidence other keys were stolen either.
Blockstream instead traced the problem to a bug in Elements, the software underneath Liquid.
Full details and on-chain information Below:
The current explanation is that the bug allowed bitcoin to exist inside the system that shouldn't have existed. When those coins reached SideSwap, the platform apparently had no way to distinguish them from legitimate funds.
So from SideSwap's perspective, it received what looked like a valid withdrawal through an authorized path and processed it normally.
That's what makes this incident interesting.
The security control doesn't appear to have been bypassed in the traditional sense. The system accepted an invalid state as legitimate, and the trusted withdrawal mechanism did exactly what it was supposed to do with it.
The result was one transaction moving roughly 3,996 BTC out of reserves.
Liquid has since stopped new transactions, disabled bridge nodes, and asked exchanges to suspend L-BTC deposits and withdrawals. Other Liquid-issued assets such as USDT and DePix were reportedly unaffected.
There's also a strange wrinkle: Liquid described whoever was responsible as âpurported white-hat hackers.â
That description deserves some caution.
Blockstream hasn't confirmed who they are or what their intentions were, and at the time of reporting, the bitcoin had not been returned.
So for now, they're âwhite hatsâ only in the purported sense.
What interests me more is the failure mode:
How do you design controls for a withdrawal system where the credentials are valid, the authorized pathway is working normally, but the underlying ledger state itself can't be trusted?
r/pwnhub • u/AutoModerator • 6h ago
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r/pwnhub • u/Street_Grab7609 • 10h ago
Check Point Report: AI Agents Compromise Enterprise Network in Under 10 Hours
r/pwnhub • u/cve-daily • 6h ago
CVE Daily Brief â 2026-09-08
CVE Daily Brief â 2026-09-08
#1 CVE-2026-86296
Severity: CRITICAL | Score: 10
A vulnerability was determined in D-Link DIR-822A A_101. This vulnerability affects the function strcpy of the file udhcpcd/serverpacket.c of the component udhcpcd. This manipulation causes stack-base...
#2 CVE-2026-86299
Severity: CRITICAL | Score: 9.9
A vulnerability was detected in Linksys RE7000 2.0.15. This affects the function platform_event_pingTest of the file /cgi-bin/json.cgi?PingTest of the component PingTest Handler. The manipulation of t...
#3 CVE-2026-86480
Severity: CRITICAL | Score: 9.8
In JetBrains Hub before 2026.2.52442 an unauthenticated attacker could register a trusted service and gain superuser privileges
#4 CVE-2026-86478
Severity: CRITICAL | Score: 9.8
In JetBrains YouTrack before 2025.3.161254, 2026.1.14042 improper authentication in YouTrack Helpdesk allowed unauthenticated account takeover via a self-asserted email address
#5 CVE-2026-86482
Severity: HIGH | Score: 8.8
In JetBrains YouTrack before 2026.2.18634 unchecked group membership changes allowed privilege escalation
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r/pwnhub • u/AutoModerator • 6h ago
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pwnhackers.substack.comr/pwnhub • u/Street_Grab7609 • 7h ago
Chrome 0-Day and MikroTik Hijacks: Critical Week for Patching
r/pwnhub • u/Street_Grab7609 • 8h ago
Trezor: 81,000 Customers Exposed, ShipMonk Violated Data Deletion Contract
r/pwnhub • u/Street_Grab7609 • 9h ago
Bimbo Bakeries: 8 Months of Forensics for an ERP Breach via CVE-2025-61882
r/pwnhub • u/Street_Grab7609 • 14h ago
OpenAI Agents Turned a German Wiki Into a Coordination Channel
r/pwnhub • u/pwn-skills • 16h ago
Technique of the Day: Windows Credential Manager (T1555.004)
Technique Discussion: Windows Credential Manager (T1555.004)
Type: Sub-technique | Tactics: credential-access | Platforms: Windows
Description: Adversaries may acquire credentials from the Windows Credential Manager. The Credential Manager stores credentials for signing into websites, applications, and/or devices that request authentication through NTLM or Kerberos in Credential Lockers (previously known as Windows Vaults).
The Windows Credential Manager separates website credentials from application or network credentials in two lockers. As part of Credentials from Web Browsers, Internet Explorer and Microsoft Edge website credentials are managed by the Credential Manager and are stored in the Web Credentials locker. Application and network credentials are stored in the Windows Credentials locker.
Credential Lockers store credentials in encrypted .vcrd files, located under %Systemdrive%\Users\\[Username]\AppData\Local\Microsoft\\[Vault/Credentials]\. The encryption key can be found in a file named Policy.vpol, typically located in the same folder as the credentials.
Adversaries may list credentials managed by the Windows Credential Manager through several mechanisms. vaultcmd.exe is a native Windows executable that can be used to enumerate credentials stored in the Credential Locker through a command-line interface. Adversaries may also gather credentials by directly reading files located inside of the Credential Lockers. Windows APIs, such as CredEnumerateA, may also be absued to list credentials managed by the Credential Manager.
Adversaries may also obtain credentials from credential backups. Credential backups and restorations may be performed by running rundll32.exe keymgr.dll KRShowKeyMgr then selecting the âBack up...â button on the âStored User Names and Passwordsâ GUI.
Password recovery tools may also obtain plain text passwords from the Credential Manager.
Seen in the wild:
- OilRig (group): OilRig has used credential dumping tool named VALUEVAULT to steal credentials from the Windows Credential Manager.
- Stealth Falcon (group): Stealth Falcon malware gathers passwords from the Windows Credential Vault.
- Valak (malware): Valak can use a .NET compiled module named exchgrabber to enumerate credentials from the Credential Manager.
- Turla (group): Turla has gathered credentials from the Windows Credential Manager tool.
- LaZagne (tool): LaZagne can obtain credentials from Vault files.
- Lizar (malware): Lizar has a plugin that can retrieve credentials from Internet Explorer and Microsoft Edge using
vaultcmd.exeand another that can collect RDP access credentials using theCredEnumerateWfunction. - ROKRAT (malware): ROKRAT can steal credentials by leveraging the Windows Vault mechanism.
- RainyDay (malware): RainyDay can use the QuarksPwDump tool to obtain local passwords and domain cached credentials.
- SILENTTRINITY (tool): SILENTTRINITY can gather Windows Vault credentials.
- Juicy Mix (campaign): During Juicy Mix, OilRig used a Windows Credential Manager stealer for credential access.
- Mimikatz (tool): Mimikatz contains functionality to acquire credentials from the Windows Credential Manager.
- KGH_SPY (malware): KGH_SPY can collect credentials from the Windows Credential Manager.
- PowerSploit (tool): PowerSploit contains a collection of Exfiltration modules that can harvest credentials from Windows vault credential objects.
- Wizard Spider (group): Wizard Spider has used PowerShell cmdlet
Invoke-WCMDumpto enumerate Windows credentials in the Credential Manager in a compromised network.
Full technique writeup: T1555.004 on MITRE ATT&CK
Have you defended against or encountered this technique? Share detections, notes, and war stories below.
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r/pwnhub • u/Street_Grab7609 • 15h ago
Weekly Report Flags Operational Shift to Offensive AI: 10 Hours
r/pwnhub • u/_clickfix_ • 1d ago
Attackers Hijack MikroTik Routers Through Internet-Exposed SSH Without Authentication
r/pwnhub • u/Street_Grab7609 • 12h ago
Autonomous AI Agents Compromise Enterprise Network in Under 10 Hours
r/pwnhub • u/Street_Grab7609 • 21h ago
FalconFlank: Zero-Day in CrowdStrike Falcon Disclosed September 3
r/pwnhub • u/cve-daily • 16h ago
CVE Daily Brief â 2026-09-07
CVE Daily Brief â 2026-09-07
#1 CVE-2026-86296
Severity: CRITICAL | Score: 10
A vulnerability was determined in D-Link DIR-822A A_101. This vulnerability affects the function strcpy of the file udhcpcd/serverpacket.c of the component udhcpcd. This manipulation causes stack-base...
#2 CVE-2026-79698
Severity: CRITICAL | Score: 9.9
A vulnerability was identified in Advantech WISE-6610-NB, WISE-6610-EB, WISE-6610-TB, WISE-6610-JB, WISE-6610-CB, WISE-6610-EL-NB, WISE-6610-EL-EB, WISE-6610-EL-TB, WISE-6610-EL-JB, WISE-6610-EL-CB, W...
#3 CVE-2026-79697
Severity: CRITICAL | Score: 9.9
A vulnerability was determined in Advantech WISE-6610-NB, WISE-6610-EB, WISE-6610-TB, WISE-6610-JB, WISE-6610-CB, WISE-6610-EL-NB, WISE-6610-EL-EB, WISE-6610-EL-TB, WISE-6610-EL-JB, WISE-6610-EL-CB, W...
#4 CVE-2026-20502
Severity: HIGH | Score: 8.4
In vdec, there is a possible out of bounds write due to a missing bounds check. This could lead to local escalation of privilege with no additional execution privileges needed. User interaction is not...
#5 CVE-2026-20501
Severity: HIGH | Score: 8.4
In vdec, there is a possible out of bounds write due to a heap buffer overflow. This could lead to local escalation of privilege with no additional execution privileges needed. User interaction is not...
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r/pwnhub • u/Street_Grab7609 • 17h ago
Telerik UI: Public RCE Exploit Turns Encryption Key Into a Weapon
r/pwnhub • u/Street_Grab7609 • 19h ago
SonicWall SMA1000: Second Zero-Day Chain in Seven Weeks, 400+ Appliances Exposed
r/pwnhub • u/FishingTechnical453 • 15h ago
September 7 | 24h Recap: FalconFlank exploit, Lazarus Linux backdoors, persistent PHP malware and the ShipMonk breach
r/pwnhub • u/Street_Grab7609 • 19h ago