Topic: Invisible Risks in AI: AI Security from Prompt Injection & Data Poisoning
Abstract: Many organizations are rapidly deploying AI capabilities without fully understanding the unique security risks they introduce. Unlike traditional applications, AI systems bring new attack surfaces across data pipelines, model behavior, and integration layers. In many cases, these systems are deployed without security being embedded into their design, making them inherently vulnerable from the outset.
- This session will explore the hidden risks that often go unnoticed in enterprise AI deployments. From sensitive data exposure through poorly secured APIs to advanced threats like prompt injection, model manipulation, and data poisoning, the attack landscape is evolving rapidly. Compounding the challenge is the lack of visibility and monitoring within AI environments, leaving organizations unaware of potential compromises until damage is done.
- Attendees will gain a comprehensive understanding of why traditional security frameworks are insufficient for AI systems and what new approaches are required. The webinar will provide practical guidance on securing AI across its life cycle, covering data integrity, model robustness, access controls, and continuous monitoring, to ensure that innovation does not come at the cost of security.
- Why AI systems are often insecure by default
- Key emerging threats: prompt injection, data poisoning, and model abuse
- Risks associated with APIs, integrations, and data exposure
- Gaps in traditional security approaches when applied to AI
- Best practices for securing AI systems across the lifecycle
Key Takeaways:
Speaker:
Preity Gupta, Chief Enterprise AI Cybersecurity Advisor (GRC)
Bio: Preity Gupta serves as an Independent Director and Global Security Board Advisor at EC-Council, an Executive Board Member at Bharatiya Vitta Salahkar Samiti, and an Enterprise AI Security Architect and Advisor at Wipro. With over two decades of expertise in multi-cloud security, AI governance, and risk optimization, she advises global boards and C-suites on cybersecurity strategy, compliance, and cost efficiency across Azure, AWS, Oracle, and GCP environments.
Formerly with Accenture, HCL, and other global technology leaders, Preity has led large-scale digital transformation initiatives. At Wipro, she has led high-impact security programs, delivering a 35% reduction in compliance costs and a 25% improvement in project success. Her deep domain expertise spans ISO 27001, GDPR, NIST, DORA, AI Governance, and Zero Trust Architecture.
As the founder of Preity Gupta SecureBiz, she leads the Secure First Business revolution, helping organizations minimize risk and enhance operational excellence. She holds dual master’s degrees (MCA, MCom) and top-tier certifications including CISM, AZ-500, SC-100, and AWS SAA-C02, and architect credentials from both Accenture and Wipro. Preity is also a bestselling author of Cost Savvy Secure Cloud, a TEDx speaker, and a recipient of the International Icon, Powerful Women, and Aspiring CXO Awards.
