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Access Controlled Website Interaction for Agentic AI with Delegated Critical Tasks

Sunyoung Kim, Hokeun Kim

Abstract

Recent studies reveal gaps in delegating critical tasks to agentic AI that accesses websites on the user's behalf, primarily due to limited access control mechanisms on websites designed for agentic AI. In response, we propose a design of website-based interaction for AI agents with fine-grained access control for delegated critical tasks. Our approach encompasses a website design and implementation, as well as modifications to the access grant protocols in an open-source authorization service to tailor it to agentic AI, with delegated critical tasks on the website. The evaluation of our approach demonstrates the capabilities of our access-controlled website used by AI agents.

Access Controlled Website Interaction for Agentic AI with Delegated Critical Tasks

Abstract

Recent studies reveal gaps in delegating critical tasks to agentic AI that accesses websites on the user's behalf, primarily due to limited access control mechanisms on websites designed for agentic AI. In response, we propose a design of website-based interaction for AI agents with fine-grained access control for delegated critical tasks. Our approach encompasses a website design and implementation, as well as modifications to the access grant protocols in an open-source authorization service to tailor it to agentic AI, with delegated critical tasks on the website. The evaluation of our approach demonstrates the capabilities of our access-controlled website used by AI agents.
Paper Structure (12 sections, 1 equation, 5 figures, 1 table)

This paper contains 12 sections, 1 equation, 5 figures, 1 table.

Table of Contents

  1. Introduction
  2. Proposed Approach
  3. Secure Access Delegation
  4. Website Design
  5. Evaluation
  6. Authentication via Login Process
  7. Fine Grained Access Control
  8. Unauthorized Access Handling
  9. Session Management
  10. Summary
  11. Latency Measurement
  12. Discussion

Figures (5)

  • Figure 1: Our proposed system's workflow for secure access delegation of our approach, where the user grants delegated access to the agent for accessing the website.
  • Figure 2: Extended Auth database tables supporting secure access delegation with example data rows.
  • Figure 3: Overview of our website design.
  • Figure 4: Website workflows from the perspective of (a) human users and (b) AI agents.
  • Figure 5: Comparison of delegated-access latency across trust levels and unauthorized requests.