Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
eBPF for Security Observability
Search
Liz Rice
June 24, 2022
Technology
0
1.5k
eBPF for Security Observability
As seen at DevOpsDays Amsterdam and KCD Berlin
Liz Rice
June 24, 2022
Tweet
Share
More Decks by Liz Rice
See All by Liz Rice
Building a cloud native business on open source
lizrice
0
230
KCD Lima: eBee in Peru!
lizrice
0
190
Unleashing the kernel with eBPF
lizrice
0
330
eBPF's Abilities and Limitations: The Truth
lizrice
0
480
Simplifying multi-cloud and multi-cluster Kubernetes deployments with Cilium
lizrice
0
260
When is a Secure Connection not encrypted? And other stories
lizrice
1
110
Keeping it simple: Cilium Mesh - networking for multi-cloud Kubernetes and beyond
lizrice
1
750
How Many Proxies Do You Need
lizrice
1
170
Beginner's Guide to eBPF Programming for Networking
lizrice
1
2.6k
Other Decks in Technology
See All in Technology
Introduction to Sansan for Engineers / エンジニア向け会社紹介
sansan33
PRO
6
72k
20260305_【白金鉱業】分析者が地理情報を武器にするための軽量なアドホック分析環境
yucho147
1
170
Contract One Engineering Unit 紹介資料
sansan33
PRO
0
14k
製造業ドメインにおける LLMプロダクト構築: 複雑な文脈へのアプローチ
caddi_eng
1
460
大規模な組織におけるAI Agent活用の促進と課題
lycorptech_jp
PRO
6
7.8k
AIに視覚を与えモバイルアプリケーション開発をより円滑に行う
lycorptech_jp
PRO
1
800
Databricksアシスタントが自分で考えて動く時代に! エージェントモード体験もくもく会
taka_aki
0
320
AI Agentにおける評価指標とAgent GPA
tsho
1
300
Introduction to Sansan Meishi Maker Development Engineer
sansan33
PRO
0
360
Claude Cowork Plugins を読む - Skills駆動型業務エージェント設計の実像と構造
knishioka
0
260
Serverless Agent Architecture on Azure / serverless-agent-on-azure
miyake
1
150
類似画像検索モデルの開発ノウハウ
lycorptech_jp
PRO
3
900
Featured
See All Featured
[RailsConf 2023] Rails as a piece of cake
palkan
59
6.3k
The Illustrated Children's Guide to Kubernetes
chrisshort
51
52k
The World Runs on Bad Software
bkeepers
PRO
72
12k
The Myth of the Modular Monolith - Day 2 Keynote - Rails World 2024
eileencodes
26
3.4k
AI in Enterprises - Java and Open Source to the Rescue
ivargrimstad
0
1.2k
Visual Storytelling: How to be a Superhuman Communicator
reverentgeek
2
460
Producing Creativity
orderedlist
PRO
348
40k
Code Review Best Practice
trishagee
74
20k
WENDY [Excerpt]
tessaabrams
9
36k
職位にかかわらず全員がリーダーシップを発揮するチーム作り / Building a team where everyone can demonstrate leadership regardless of position
madoxten
60
51k
The innovator’s Mindset - Leading Through an Era of Exponential Change - McGill University 2025
jdejongh
PRO
1
120
Fantastic passwords and where to find them - at NoRuKo
philnash
52
3.6k
Transcript
eBPF for Security Observability Liz Rice | @lizrice Chief Open
Source Officer, Isovalent
@lizrice
@lizrice What is ? extended Berkeley Packet Filter
@lizrice What is ? Makes the kernel programmable
@lizrice userspace kernel app event system calls eBPF program Run
custom code in the kernel
@lizrice SEC("kprobe/sys_execve") int hello(void *ctx) { bpf_trace_printk("Hello World!"); return 0;
} $ sudo ./hello bash-20241 [004] d... 84210.752785: 0: Hello World! bash-20242 [004] d... 84216.321993: 0: Hello World! bash-20243 [004] d... 84225.858880: 0: Hello World! Info about process that called execve syscall + userspace code to load eBPF program eBPF Hello World
Dynamic changes to kernel behaviour
Dynamic tracing tools
@lizrice userspace kernel Tracing tool event eBPF program Use eBPF
to collect event metrics eBPF Map metrics load Gather & show metrics
@lizrice eBPF tracing tools from iovisor/bcc
@lizrice eBPF tracing - opensnoop ~/bcc/libbpf-tools$ sudo ./opensnoop PID COMM
FD ERR PATH 5040 node 21 0 /proc/5132/cmdline 5040 node 21 0 /proc/6460/cmdline 5040 node 21 0 /proc/6460/cmdline 6461 opensnoop 18 0 /etc/localtime 5040 node 21 0 /proc/5132/cmdline 5040 node 21 0 /proc/6460/cmdline 5060 node 23 0 /home/liz/.vscode-server/data/User/workspaceStorage/48b53 5040 node 21 0 /proc/5132/cmdline 5040 node 21 0 /proc/6460/cmdline 5040 node 21 0 /proc/5132/cmdline 5040 node 21 0 /proc/6460/cmdline …
eBPF and Kubernetes
@lizrice userspace kernel pod container pod container container One kernel
per host
@lizrice userspace kernel networking access files create containers One kernel
per host pod container pod container container
@lizrice userspace kernel app app pods networking access files create
containers Kernel aware of everything on the host
@lizrice userspace app kernel app pods networking access files create
containers eBPF programs can be aware of everything
@lizrice $ kubectl gadget trace open NODE NAMESPACE POD CONTAINER
PID COMM FD ERR PATH kind-2-control-plane default xwing spaceship 361876 vi 3 0 /etc/passwd eBPF tracing on Kubernetes - Inspektor Gadget Kubernetes info
@lizrice eBPF observability tools -
@lizrice eBPF observability tools - Cilium Hubble
eBPF observability
eBPF security observability
@lizrice Security observability
@lizrice Security observability
@lizrice What activity do we care about for security? eBPF
programs
@lizrice Syscall checks within the kernel
@lizrice TOCTTOU vulnerabilities with syscalls For more details • Leo
Di Donato & KP Singh at CN eBPF Day 2021 • Rex Guo & Junyuan Zeng at DEFCON 29 on Phantom attacks Attacker changes params after inspection
@lizrice Need to make the check at the right place
@lizrice Linux Security Modules • Stable interface • Safe places
to make checks
@lizrice BPF LSM • Stable interface • Safe places to
make checks + eBPF benefits • Dynamic • Protect pre-existing processes
@lizrice $ sudo ./chmoddemo & [1] 7631 $ sudo cat
/sys/kernel/debug/tracing/trace_pipe chmod-7776 [001] d... 38197.342160: bpf_trace_printk: lsm path_chmod liz BPF LSM hook has kernel info populated SEC("lsm/path_chmod") int BPF_PROG(path_chmod, const struct path *path, umode_t mode) { bpf_printk("lsm path_chmod %s\n", path->dentry->d_iname); return 0; } Filename known to kernel
@lizrice BPF LSM • Stable interface • Safe places to
make checks + eBPF benefits • Dynamic • Protect pre-existing processes But needs kernel 5.7+ & Kubernetes context?
How stable is the Linux kernel?
@lizrice Cilium Tetragon • Safe places to make checks +
eBPF benefits • Dynamic • Protect pre-existing processes Uses kernel knowledge to hook into sufficiently stable functions Adds Kubernetes context
@lizrice Photo credit: Bibafu A Tetragonisca angustula bee guarding the
nest-entrance
@lizrice apiVersion: cilium.io/v1alpha1 kind: TracingPolicy metadata: name: "etc-files" spec: kprobes:
- call: "fd_install" … matchArgs: - index: 1 operator: "Prefix" values: - "/etc/" … Cilium Tetragon tracing policy + Policy “follows” file descriptor through read, write & close events
@lizrice $ kubectl logs ds/tetragon -c export-stdout -f | tetragon
observe 🚀 process default/xwing /usr/bin/vi /etc/passwd 📬 open default/xwing /usr/bin/vi /etc/passwd 📪 close default/xwing /usr/bin/vi 📬 open default/xwing /usr/bin/vi /etc/passwd 📝 write default/xwing /usr/bin/vi /etc/passwd 1275 bytes 📪 close default/xwing /usr/bin/vi 💥 exit default/xwing /usr/bin/vi /etc/passwd 0 Cilium Tetragon observe Policy events Kubernetes info
@lizrice Combined network and runtime visibility
eBPF preventative runtime security
@lizrice Network policy → eBPF programs drop packets
@lizrice Preventative actions from user space
@lizrice Preventative actions from kernel
@lizrice $ kubectl logs ds/tetragon -c export-stdout -f | tetragon
observe 🚀 process default/xwing /usr/bin/vi /etc/passwd 📬 open default/xwing /usr/bin/vi /etc/passwd 📪 close default/xwing /usr/bin/vi 📬 open default/xwing /usr/bin/vi /etc/passwd 📝 write default/xwing /usr/bin/vi /etc/passwd 1269 bytes 💥 exit default/xwing /usr/bin/vi /etc/passwd SIGKILL Cilium Tetragon observe Killed before write
eBPF security observability • Dynamic instrumentation - zero app modifications
• Contextual information, Kubernetes identity-aware • Option for runtime enforcement from the kernel
Thank you! cilium/tetragon @ciliumproject cilium.io | ebpf.io @lizrice