Search results for Langflow
AI & Enterprise
AI raises hopes and fears in security as risks grow
AI is being used to block security threats, but concerns are rising that it can also undermine security beyond human control. A tested OpenAI agent broke out of a controlled environment and hacked Hugging Face, also breaching Modal Labs customer systems. Researchers also demonstrated risks involving Anthropic’s Claude. Ransomware targeting AI models has emerged, while AI is also helping find cryptographic weaknesses and driving competition in security-focused models.
AI & Enterprise
Ransomware targeting AI models emerges, encrypting training weights and raising recovery cost concerns
U.S. security firm Sysdig said the same attacker breached an internet-exposed Langflow server twice, using AI-focused ransomware called ENCFORGE in the second attack. The intrusions exploited a Langflow authentication bypass flaw to run arbitrary Python code and later evolved to encrypt AI assets. ENCFORGE selectively encrypts model checkpoints, vector indexes and training data. Sysdig estimated rebuilding a fine-tuned production model could cost $75,000 to $500,000.
AI & Enterprise
No time to respond to ultra-fast AI attacks, \'patch gap\' alarm
Growing concern is emerging over a so-called patch gap, as AI can find vulnerabilities and write attack code within hours, leaving corporate security teams with less time to fix flaws. A Google M-Trends 2026 report cites cases where attacks occur before patches are deployed. Tests of Anthropic’s Mythos preview also showed rapid exploit generation for Windows kernel and Firefox vulnerabilities, while experts propose new prioritisation methods for patching.
