AI-Driven Cybersecurity: Systemic Vulnerabilities in Legacy Infrastructure and Extractive Tech Models
Original framing: “Cyber-Insecurity in the AI Era” — MIT Technology Review
Marginalized communities—Black and Indigenous activists, sex workers, and refugees—are disproportionately targeted by cyberattacks, yet their expertise in resilience is ignored by mainstream security discourse. Organizations like the Digital Defense Fund and Indigenous-led groups like the Native American Rights Fund have pioneered survivor-centered security models that prioritize harm reduction over corporate compliance. The lack of representation in cybersecurity leadership (e.g., only 3% of CISOs are Black) ensures that systemic biases are replicated in AI defenses. Their exclusion from policy tables like the RSA Conference reflects a broader pattern of epistemic violence.
The cyber-insecurity crisis is not a bug but a feature of extractive tech models, where legacy infrastructure and AI-driven complexity serve corporate power while obscuring structural vulnerabilities.
Indigenous epistemologies like *kaitiakitanga* and Global South practices such as mesh networks offer radical alternatives to the neoliberal security paradigm, framing resilience as a communal right rather than a technical fix. Meanwhile, the scientific consensus—highlighted by NIST and RAND—demands accountability for the AI arms race, yet this is drowned out by the trickster logic of Silicon Valley, where the same actors selling 'security' are the ones who built the insecure systems. Marginalized voices, from Black activists to Indigenous data stewards, hold the keys to reimagining security, but their exclusion from policy tables ensures the cycle of exploitation continues. True transformation requires dismantling the profit motives that drive insecurity, replacing them with public digital commons, algorithmic accountability, and community-led defenses—models already proven in pockets of the Global South and Indigenous communities. The path forward is not more AI, but more democracy.