Closing the AI Visibility Gap: Why SBOM Alone is No Longer Enough
About This Session
The shift toward Software Bill of Materials (SBOM) and its extension, the Artificial Intelligence Bill of Materials (AIBOM), is a fundamental change in how we manage risk, security, and compliance in the modern digital world. As an organization, adopting both of these frameworks doesn't just check a box, it provides a crucial, non-negotiable layer of transparency that is essential for both operational excellence and legal defense.
In short, SBOM gives you a complete, structured inventory of the code and libraries in your software, allowing for fast vulnerability response and license management. AIBOM takes this concept further, providing an inventory of the non-code components of an AI system, the models, training data, and configurations, to manage risks unique to artificial intelligence like bias, data leakage, and adversarial attacks.
In short, SBOM gives you a complete, structured inventory of the code and libraries in your software, allowing for fast vulnerability response and license management. AIBOM takes this concept further, providing an inventory of the non-code components of an AI system, the models, training data, and configurations, to manage risks unique to artificial intelligence like bias, data leakage, and adversarial attacks.
Speaker
Anitha Dakamarri
Manager/Lead Security Engineer - Donnelley Financial Solutions
I am Anitha Dakamarri, a seasoned IT professional with over 19 years of experience in the field of information security. Over the years, I have honed my skills in various domains, including threat modeling, application security assessments, and network security assessments. My work experience spans across reputable organizations like DFIN, USCELLULAR, and Syntel Inc., where I have led teams, developed security standards, and implemented robust security frameworks. hold several industry certifications like CISSP,CISM,CEH,CHFI, which reflect my commitment to continuous learning and professional growth. . Im active speaker and volunteer at ISACA(CISM Exam development, Mentor ), ISC2(Exam development and UBK panel) OWASP(Contributor,CFP review),Women4Cyber(Mentor) and WiCys(Mentor).
