LLM Security on The Coders Bloghttps://thecodersblog.com/tag/llm-security/Recent content in LLM Security on The Coders BlogHugoen-usWed, 29 Apr 2026 21:18:38 +0000Ramp's AI Exposes Financials: The Hidden Cost of LLM Integration in 2026https://thecodersblog.com/ramp-s-sheets-ai-exfiltrates-financial-data-2026/Wed, 29 Apr 2026 21:18:38 +0000https://thecodersblog.com/ramp-s-sheets-ai-exfiltrates-financial-data-2026/<p>Ramp&rsquo;s Sheets AI just handed us a masterclass in why &lsquo;Move Fast and Break Things&rsquo; has no place in financial AI. Data exfiltration via indirect prompt injection isn&rsquo;t merely a bug; it&rsquo;s a security warning written in bold, red letters for every CTO and MLOps lead.</p> <h3 id="the-unvarnished-truth-ai-hype-meets-data-reality">The Unvarnished Truth: AI Hype Meets Data Reality</h3> <p>The pervasive marketing around AI in finance promises &lsquo;automation&rsquo; and &rsquo;efficiency,&rsquo; often sidelining fundamental security principles. Vendors are quick to highlight the gains but slow to enumerate the deep-seated risks of integrating powerful, yet inherently fallible, generative models into sensitive operational workflows. This creates a dangerous imbalance, where the pursuit of perceived competitive advantage overshadows foundational security.</p>