This requirement exists to detect and mitigate adversarial attempts to manipulate AI model inputs or outputs, ensuring AI systems are governed, secured, assessed, and operated in a controlled and accountable manner.
Establish and document the process to detect and mitigate adversarial attempts to manipulate AI model inputs or outputs. Define accountable roles, scope, required inputs and outputs, assessment or approval criteria, decision thresholds, review frequency, monitoring, reporting, exception handling, evidence requirements, and escalation paths. Apply the process across the AI lifecycle and integrate it with information security, privacy, risk, compliance, change management, incident management, and business governance as applicable.
| FRAMEWORK CODE | FRAMEWORK NAME & DETAILS | FAMILY / CATEGORY | VERSION | ACTION |
|---|---|---|---|---|
| SEBI-CSCRF | SEBI Cyber Security & Cyber Resilience Framework SEBI’s Cybersecurity and Cyber Resilience Framewor... Clause: 4.1 DE.CM: Security Continuous Monitoring |
India
Regulation
|
vLatest | View → |
| HIPAA | Health Insurance Portability and Accountability Act HIPAA is a U.S. federal law supported by implement... Clause: § 164.312(a) Standard: Access control; § 164.308(a)(2) Standard: Risk analysis |
US
Law
|
vCurrent | View → |
| ISO27002 | ISO/IEC 27002 ISO/IEC 27002 is a guidance standard containing a... Clause: 8.16 – Monitoring activities |
ISO
Standard
|
v2022 | View → |
| PCI-DSS | PCI DSS PCI DSS is an industry security standard maintaine... Clause: 6.2.4 – Software engineering techniques or other |
PCI
Standard
|
v4 | View → |
| COBIT2019 | COBIT COBIT is an enterprise governance and management f... Clause: 4.2 – Align, Plan and Organize (APO) > APO13 – Managed Security > APO13.02 – Define and manage an information security and privacy risk treatment plan. |
COBIT
Governance Framework
|
v2019 | View → |
| NIST-CSF | NIST Cybersecurity Framework (CSF) The NIST Cybersecurity Framework provides high-lev... Clause: GV.RM – Risk Management Strategy | GV.RM-03 – Cybersecurity risk management activities and outcomes are included in enterprise risk management processes ID.RA – Risk Assessment | ID.RA-07 – Changes and exceptions are managed, assessed for risk impact, recorded, and tracked PR.PS – Platform Security | PR.PS-06 – Secure software development practices are integrated, and their performance is monitored throughout the software development life cycle |
NIST
Framework
|
v2 | View → |
| GDPR | General Data Protection Regulation (GDPR) The General Data Protection Regulation is a bindin... Clause: Article 32(1) – Security of processing |
EU
Regulation
|
vCurrent | View → |
| CERT-IN | CERT-In Directions The CERT-In Directions issued under India’s Inform... Clause: Annexure I(xx) – Attacks or malicious/suspicious activities affecting systems/servers/software/applications related to Artificial Intelligence and Machine Learning |
India
Direction
|
v2022 | View → |
| SOC2 | SOC 2 Trust Services Criteria SOC 2 is an independent examination and reporting... Clause: CC6.1 – Logical and Physical Access Controls – The entity implements logical access security software, infrastructure, and architectures over protected information assets to protect them from security events to meet the entity's objectives. CC7.1 – System Operations – To meet its objectives, the entity uses detection and monitoring procedures to identify (1) changes to configurations that result in the introduction of new vulnerabilities, and (2) susceptibilities to newly discovered vulnerabilities. CC7.3 – System Operations – The entity evaluates security events to determine whether they could or have resulted in a failure of the entity to meet its objectives (security incidents) and, if so, takes actions to prevent or address such failures. |
AICPA
Audit Framework
|
vLatest | View → |