Are there any emerging open-source network detection and response tools that excel at catching lateral movement over encrypted TLS tunnels within Kubernetes clusters?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any emerging open-source network detection and response tools that excel at catching lateral movement over encrypted TLS tunnels within Kubernetes clusters?
3 real searches · 1 real-search pass
open source Kubernetes network detection response eBPF TLS lateral movement Cilium Hubble Tetragon 2026Google ↗
OBSERVED
open source Kubernetes network security observability NDR tools encrypted traffic TLS detection lateral movement 2025 2026Google ↗
OBSERVED
GitHub Kubernetes network detection tools Retina Inspektor Gadget Tracee TLS network flowsGoogle ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
open source Kubernetes network detection response eBPF TLS lateral movement Cilium Hubble Tetragon 2026 Google ↗
open source Kubernetes network security observability NDR tools encrypted traffic TLS detection lateral movement 2025 2026 Google ↗
GitHub Kubernetes network detection tools Retina Inspektor Gadget Tracee TLS network flows Google ↗
- GitHub - kubeshark/kubeshark: eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard. · github.com
- Cilium GitHub · github.com
- Tetragon · github.com
- GitHub - microsoft/retina: eBPF distributed networking observability tool for Kubernetes · github.com
- Introducing agentshield · agent-shield.dev
- Inspektor Gadget: Results from the first security audit · cncf.io
- GitHub repository · github.com
- GitHub · github.com
- k8spacket: Kubernetes TCP/TLS Traffic Visualization · dev.co
- Runtime detection of attacks and misconfigurations in cloud-native Kubernetes environments using eBPF network telemetry · doi.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
open source Kubernetes network detection response eBPF TLS lateral movement Cilium Hubble Tetragon 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
open source Kubernetes network security observability NDR tools encrypted traffic TLS detection lateral movement 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
GitHub Kubernetes network detection tools Retina Inspektor Gadget Tracee TLS network flows OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |