Comparison
kubeshark vs AI-Infra-Guard
Verdict
Pick kubeshark if kubeshark is an eBPF-powered network observability tool for Kubernetes that offers full L4/L7 traffic indexing and TLS decryption without needing keys; pick AI-Infra-Guard if aI-Infra-Guard is designed for organizations looking to secure their AI infrastructures comprehensively through various scanning and evaluation tools.
Markdown twin · kubeshark alternatives · AI-Infra-Guard alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | kubeshark | AI-Infra-Guard |
|---|---|---|
| Maintenance | Very active (5d since push) As of 3w · github_public_v1 | Very active (0d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- kubeshark
- eBPF-powered network observability for Kubernetes
- AI-Infra-Guard
- A full-stack AI Red Teaming platform securing AI ecosystems
Stars
- kubeshark
- 12k
- AI-Infra-Guard
- 4.3k
Forks
- kubeshark
- 542
- AI-Infra-Guard
- 419
Open issues
- kubeshark
- 141
- AI-Infra-Guard
- 13
Language
- kubeshark
- Go
- AI-Infra-Guard
- Python
Adopt for
- kubeshark
- Kubeshark is an eBPF-powered network observability tool for Kubernetes that offers full L4/L7 traffic indexing and TLS decryption without needing keys.
- AI-Infra-Guard
- AI-Infra-Guard is designed for organizations looking to secure their AI infrastructures comprehensively through various scanning and evaluation tools.
Persona
- kubeshark
- -
- AI-Infra-Guard
- -
Runtime
- kubeshark
- -
- AI-Infra-Guard
- -
License
- kubeshark
- Apache-2.0
- AI-Infra-Guard
- Apache-2.0
Last pushed
- kubeshark
- Jul 20, 2026
- AI-Infra-Guard
- Jul 28, 2026
Categories
- kubeshark
- Evaluation & Observability
- AI-Infra-Guard
- Evaluation & Observability, LLM Frameworks
Trust and health
Days since push
- kubeshark
- 5d
- AI-Infra-Guard
- 0d
Open issues (now)
- kubeshark
- 141
- AI-Infra-Guard
- 13
Full report
- kubeshark
- Trust report
- AI-Infra-Guard
- Trust report
Choose kubeshark if…
- kubeshark is primarily Go; AI-Infra-Guard is Python.
- Tags unique to kubeshark: cloud-native, devops, docker, ebpf.
- - When you need to perform deep inspection of Kubernetes traffic on both layer 4 (transport) and layer 7 (application), with contextual information from the Kubernetes environment
When NOT to use kubeshark
- - If your primary focus is on a different cloud platform as Kubeshark is deeply integrated with Kubernetes and provides its full context along side traffic observations
- - When the system does not support eBPF, which is critical for Kubeshark's operation
Choose AI-Infra-Guard if…
- AI-Infra-Guard is primarily Python; kubeshark is Go.
- Tags unique to AI-Infra-Guard: agent-security, ai-red-teaming, llm-evaluation, security-tools.
- Also covers LLM Frameworks.
- AI-Infra-Guard ships Docker support for self-hosted deployment.
- If you need advanced LLM jailbreak evaluation capabilities specific to the vulnerabilities identified by Tencent's research, consider using AI-Infra-Guard.
When NOT to use AI-Infra-Guard
- Avoid if you are looking exclusively for a tool that focuses solely on the runtime behavior of LLMs without broader infrastructural scanning capabilities.
- Not recommended when your primary focus is on network-level security rather than comprehensive AI infrastructure security assessments and evaluations.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (kubeshark/kubeshark) · observed Jul 26, 2026
- GitHub forks (kubeshark/kubeshark) · observed Jul 26, 2026
- Last push (kubeshark/kubeshark) · observed Jul 20, 2026
- License file (Apache-2.0) · observed Jul 26, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Tencent/AI-Infra-Guard) · observed Jul 28, 2026
- GitHub forks (Tencent/AI-Infra-Guard) · observed Jul 28, 2026
- Last push (Tencent/AI-Infra-Guard) · observed Jul 28, 2026
- License file (Apache-2.0) · observed Jul 28, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: kubeshark 12k · AI-Infra-Guard 4.3k (synced Jul 26, 2026).
Common questions
- What is the difference between kubeshark and AI-Infra-Guard?
- kubeshark: eBPF-powered network observability for Kubernetes. AI-Infra-Guard: A full-stack AI Red Teaming platform securing AI ecosystems. See the comparison table for live GitHub stats and shared categories.
- When should I choose kubeshark over AI-Infra-Guard?
- Choose kubeshark over AI-Infra-Guard when kubeshark is primarily Go; AI-Infra-Guard is Python; Tags unique to kubeshark: cloud-native, devops, docker, ebpf; - When you need to perform deep inspection of Kubernetes traffic on both layer 4 (transport) and layer 7 (application), with contextual information from the Kubernetes environment.
- When should I choose AI-Infra-Guard over kubeshark?
- Choose AI-Infra-Guard over kubeshark when AI-Infra-Guard is primarily Python; kubeshark is Go; Tags unique to AI-Infra-Guard: agent-security, ai-red-teaming, llm-evaluation, security-tools; Also covers LLM Frameworks; AI-Infra-Guard ships Docker support for self-hosted deployment; If you need advanced LLM jailbreak evaluation capabilities specific to the vulnerabilities identified by Tencent's research, consider using AI-Infra-Guard.
- When should I avoid kubeshark?
- - If your primary focus is on a different cloud platform as Kubeshark is deeply integrated with Kubernetes and provides its full context along side traffic observations - When the system does not support eBPF, which is critical for Kubeshark's operation
- When should I avoid AI-Infra-Guard?
- Avoid if you are looking exclusively for a tool that focuses solely on the runtime behavior of LLMs without broader infrastructural scanning capabilities. Not recommended when your primary focus is on network-level security rather than comprehensive AI infrastructure security assessments and evaluations.
- Is kubeshark or AI-Infra-Guard more popular on GitHub?
- kubeshark has more GitHub stars (12,014 vs 4,316). Stars measure visibility, not whether either tool fits your constraints.
- Are kubeshark and AI-Infra-Guard open source?
- Yes - both are open-source projects on GitHub (kubeshark: Apache-2.0, AI-Infra-Guard: Apache-2.0).
- Where can I find alternatives to kubeshark or AI-Infra-Guard?
- GraphCanon lists graph-backed alternatives at kubeshark alternatives and AI-Infra-Guard alternatives (kubeshark markdown twin, AI-Infra-Guard markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, kubeshark or AI-Infra-Guard?
- kubeshark: Very active. AI-Infra-Guard: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for kubeshark and AI-Infra-Guard?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: kubeshark trust report; AI-Infra-Guard trust report.