InterviewStack.io LogoInterviewStack.io

API Security and Testing Questions

Comprehensive coverage of testing and securing application programming interfaces. Includes designing, implementing, and automating tests across functional, integration, regression, and security areas. Core topics include authentication and authorization models and how to validate them in tests; request and response validation and schema enforcement; data format testing for JavaScript Object Notation and Extensible Markup Language; contract testing and integration validation; rate limiting and denial of service protections; input validation and injection attack detection; sensitive data exposure detection and prevention; business logic flaw analysis; fuzz testing; and penetration testing integration. Also covers test automation strategies and tooling such as Postman, Newman, and REST-assured; mocking and stubbing downstream services; testing complex behaviors across microservice architectures; test environment and test data management; and integrating automated API tests into continuous integration and continuous delivery pipelines. Emphasizes automated security testing workflows including reconnaissance, authentication and authorization checks, injection attack simulation, data exfiltration checks, and incorporation of API security into penetration testing and remediation processes. Finally, addresses monitoring, observability, runtime protections such as API gateways and web application firewalls, and best practices for secure API design, testing, and ongoing validation.

HardTechnical
55 practiced
Propose an implementation plan for property based and stateful fuzz testing of a JSON REST API backed by a relational database. Describe the tools you would use (for example Hypothesis for Python or QuickCheck variants), how to model allowed state transitions, how to assert invariants after sequences of calls, and how to shrink and triage failing cases discovered by the fuzzer.
HardSystem Design
52 practiced
Propose a contract-first API governance and test strategy across multiple teams that must evolve APIs without breaking consumers. Your design should include tool choices (OpenAPI, schema registry, contract tests), versioning strategy, automation gates in CI, and strategies for deprecating old endpoints with minimal disruption.
HardTechnical
49 practiced
Design an automated penetration test harness for API gateways and WAF rules that performs black box testing. The harness should: enumerate endpoints, send a curated set of malicious payloads and evasions, record which requests were blocked or allowed, and measure rule coverage and false positive rates. Describe how to automate repeated runs safely and how to use results to tune WAF policies.
MediumTechnical
55 practiced
You need to validate that a distributed rate limiting solution enforces a global limit across multiple service instances. Propose an integration test approach that simulates requests from many clients across multiple instances and proves the limit is enforced globally, including how to authenticate test clients, isolate test traffic, and measure correctness under concurrent bursts.
HardSystem Design
51 practiced
Design a monitoring and automated test architecture that detects potential data exfiltration through APIs in a microservice ecosystem. Your design should include runtime instrumentation, logging policies, data classification, anomaly detection, alerting, and how to feed findings back into automated test suites and the incident response workflow.

Unlock Full Question Bank

Get access to hundreds of API Security and Testing interview questions and detailed answers.

Sign in to Continue

Join thousands of developers preparing for their dream job.