The process of reducing the exposure and potential impact of threats to Non-Human Identities.
Description
Vulnerability Mitigation in the context of Non-Human Identities (NHIs) refers to strategies and practices aimed at minimizing the risks associated with the use and management of NHIs, which include artificial intelligence, automated systems, and digital representations. These identities may face various vulnerabilities, such as data breaches, misuse of information, or algorithmic biases that could lead to harmful outcomes. Effective mitigation involves identifying potential threats, assessing their likelihood and impact, and implementing measures to address these risks. This could include adopting robust security protocols, conducting regular audits, and ensuring compliance with ethical standards. Additionally, training and awareness programs can help stakeholders understand the importance of safeguarding NHIs. As NHIs become more prevalent in society, proactive vulnerability mitigation becomes crucial to ensuring their safe and responsible use, thereby fostering trust and reliability in these systems.
Examples
- Implementing encryption and access controls for AI systems to protect sensitive data.
- Conducting regular audits to identify and rectify biases in machine learning algorithms.
Additional Information
- Vulnerability mitigation strategies can enhance the overall resilience of NHIs against cyber threats.
- Collaboration between developers, policymakers, and ethicists is essential for effective NHI vulnerability management.
References
- Human vs. Non-Human Identity in SaaS
- Shining the Spotlight on the Rising Risks of Non-Human Identities
- Non-human Account Management (v4)
- Managing Non-Human Identities for Vendor Access and Least Privilege Application Management Managing Non-Human Identities for Vendor Access and Least Privilege Application Management
- 3 Questions: How to prove humanity online
- Articles Tagged with Vulnerability Mitigation | CMU SEI
- Building Sybil Resistance using Cost of Forgery | Gitcoin Blog
- Articles
- Vulnerability and Risk Management in Cybersecurity | Udacity
- The Security Jawbreaker - ACM Queue