An automotive tech startup claims that its IT systems were attacked by individuals trying to steal its driving model, and that those attacks came from an IP address associated with a rival in the space. The tech startup, IQ.Lvbs, described the alleged security incident in a recent blog post. On October 3, IQ.Lvbs introduced the private beta of NovaSpark, the first model for the company's IQ.Pilot app, in the Comma.ai Discord channel. They put it in that channel because the model requires the use of Comma.ai's camera hardware, which is built for self-driving vehicles. From there, things got weird. "From October 7 to 14, we faced repeated attempts to steal NovaSpark, access users’ devices and private driving files, and exploit our sign-in system," the IQ.Lvbs blog post claims. "The first requests came from an IP assigned to Comma.ai Inc." In addition, on October 8 – shortly after the alleged attacks began – somebody banned IQ.Lvbs' team from the Comma.ai Discord channel. Posts on the IQ.Pilot Discord channel indicate that individuals doing private beta testing for IQ.Lvbs have also been banned from that channel. One of the three people involved in IQ.Lvbs, a UI/UX designer who asked to be identified only as "Cat," speculated to The Register about the reasons for the alleged hack and Discord ban. "Our model, NovaSpark, is a good deal ahead of Comma's latest small and large models, which directly threatens their core business of making AI models good enough to sell their hardware," he said. "Comma for the most part has been stagnant in their models' improvement and that was a main driver for us making NovaSpark." An October 7, 2026 Discord message from user Torq_boi, said to be Harald Schäfer, Comma.ai’s CTO, implies NovaSpark was distilled from Comma.ai's Rebellious Hope model. “I’m glad people are training models and experimenting with this stuff," the post starts. "But don’t lie to people about what you’re doing, and saying it’s not a finetune of existing comma models when it is. That’s not cool.” IQ.Lvbs disputes that assertion and says it did the work on its own. "The claim that NovaSpark is Rebellious Hope with a short fine-tune and an unchanged policy does not survive scrutiny, and we’re not sure how Comma came to that conclusion, especially considering that they do not possess NovaSpark’s model weights or ONNX," the biz said. In the log data IQ.Lvbs published to support its claims, the company flags the username haraschax as one of those associated with Comma.ai IP addresses. Schäfer uses that username on GitHub. Comma.ai and Schäfer did not respond to requests for comment sent to several different addresses. The Discord user Torq_boi in the Comma.ai channel did not respond to a DM seeking comment. Comma.ai is currently being investigated [PDF] by the National Highway Traffic Safety Administration to assess whether its driving automation tech contributed to five crashes and three deaths. IQ.Lvbs says it's considering legal action over the alleged hack. "We are currently reviewing our legal options and looking into involving the authorities," said Cat. ®

Multiple ransomware groups, including Qilin and Inc, have been exploiting a high-severity authentication bypass bug in Palo Alto Networks' PAN-OS, with Unit 42 investigating attacks since early June across numerous industries, such as finance, healthcare, and manufacturing. CVE-2026-0257 affects PAN-OS GlobalProtect portals and gateways, potentially allowing attackers to bypass security restrictions and establish an unauthorized VPN connection. The security vendor first disclosed and patched the bug on May 13 and initially assigned it a medium-severity rating, saying it was aware of attempts to exploit it but had not observed any malicious exploitation. That assessment quickly changed, and by the end of the month, Rapid7 researchers said they observed successful exploitation across multiple customer environments dating back to at least May 17. On Monday, Palo Alto Networks’ consulting and incident response biz, Unit 42, said ransomware crews including Qilin and Inc continue to batter the CVE. “Attackers are leveraging this vulnerability to gain an initial foothold into corporate networks, subsequently bypassing multi-factor authentication (MFA) controls to establish a VPN session,” said Andy Piazza, a senior director of threat intelligence at Unit 42. After gaining initial access, the criminals move laterally across the networks using Remote Desktop Protocol and Server Message Block (SMB), dropping additional malware for credential harvesting and data theft before ultimately deploying ransomware, Piazza warned. In its ongoing investigations, Unit 42 has spotted the ransomware criminals infecting “numerous industries, including education, financial services, healthcare, high tech, hospitality, manufacturing, professional and legal services, government, transportation and logistics, utilities and energy, and wholesale and retail." Palo Alto Networks did not respond to The Register’s inquiries about the attacks, including how many organizations have been infected. Additionally, ReliaQuest intel analysts warned that “multiple threat groups,” including Settra ransomware operators, are also exploiting the bug to gain initial access to corporate networks via unauthorized VPN sessions. “The most significant evolution in tactics, techniques and procedures (TTPs) following successful exploitation of CVE-2026-0257 is the direct pivot to the virtualization layer,” Piazza wrote. “In one notable case, attackers moved from the compromised VPN gateway to the vCenter management appliance. From there, they disabled security controls on ESXi hypervisors (execInstalledOnly) and used a custom tool to perform offline credential dumping directly against a domain controller's virtual disk (VMDK).” This allows the miscreants to bypass in-guest endpoint detection and response products, and represents “a highly sophisticated method” of stealing domain-wide credentials, he added. Unit 42 has also spotted criminals chaining this exploit for initial access with other vulnerabilities such as CVE-2023-27532, which targets Veeam backup infrastructure. So if you haven’t already patched vulnerable PAN-OS software, do so now - and investigate whether attackers have already gained access to your network. Check Unit 42’s indicators of compromise to assist with threat-hunting activities.®