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An End-to-End, Large-Scale Measurement of DNS-over-Encryption: How Far Have We Come? Chaoyi Lu , Baojun Liu, Zhou Li, Shuang Hao, Haixin Duan, Mingming Zhang, Chunying Leng, Ying Liu, Zaifeng Zhang, Jianping Wu The start of Internet activities.


  1. An End-to-End, Large-Scale Measurement of DNS-over-Encryption: How Far Have We Come? Chaoyi Lu , Baojun Liu, Zhou Li, Shuang Hao, Haixin Duan, Mingming Zhang, Chunying Leng, Ying Liu, Zaifeng Zhang, Jianping Wu

  2. The start of Internet activities. ...which says a lot about you. Domain Name System 2 DNS Client Resolver Authoritative server conferences.sigcomm.org? 162.249.4.107 conferences.sigcomm.org? conferences.sigcomm.org? conferences.sigcomm.org?

  3. Where are the risks? DNS Privacy 3 DNS Client Resolver Authoritative server Eavesdropper MITM interception Rogue server

  4. People could be watching our queries. DNS Privacy 4 RFC 7626 on DNS privacy The MORECOWBELL surveillance program of NSA

  5. People could be watching our queries. And do stuff like: DNS Privacy 5 Device Fingerprinting [Chang ’15] User behavior Analysis [Kim ’15] User Tracking [Kirchler ’16]

  6. DNS Privacy: What Has Been Done? Oct ’18 DNS-over-DTLS Sept. ’17 IETF DoH WG RFC 8310 Usage Profile of DoT Mar. ’18 RFC 8484 DNS-over-HTTPS (DoH) Jun. ’18 Feb. ’17 Mozilla’s test of DoH Mar. ’16 RFC 7816 QNAME Minimization DNS-over-QUIC draft Apr. ’17 Mar. ’19 Drafts on DoH RFC 8094 May. ’16 Two IETF WGs. May. ’14 Three standardized protocols. More implementations and tests coming... 6 IETF DPRIVE WG Sept. ’14 Aug. ’09 DNSCurve draft Dec. ’11 DNSCrypt RFC 7258 (DoT) Pervasive Monitoring Is an Attack Jan. ’15 NSA’s MORECOWBELL revealed RFC 7626 DNS Privacy Considerations Aug. ’15 RFC 7858 DNS-over-TLS implementation

  7. Uses TLS to wrap DNS messages. Dedicated port 853. Stub resolver update needed. Embeds DNS packets into HTTP messages. Shared port 443. More user-space friendly. DNS-over-Encryption: Standard Protocols 7 DNS-over-TLS (DoT, RFC 7858, May 2016) DNS-over-HTTPS (DoH, RFC 8484, Oct 2018)

  8. Issuing DNS-over-TLS queries with kdig. Issuing DNS-over-HTTPS queries in a browser. DNS-over-Encryption: Standard Protocols 8 https://dns.google.com/resolve?name=example.com&type=A $ kdig @1.1.1.1 +tls example.com ;; TLS session (TLS1.2)-(ECDHE-ECDSA-SECP256R1)-(AES-128-GCM) ;; ->>HEADER<<- opcode: QUERY; status: NOERROR; id: 24012 ;; Flags: qr rd ra; QUERY: 1; ANSWER: 1; AUTHORITY: 0; ADDITIONAL: 1

  9. Widely getting support from the industry. The Rapid Development of DoE 9 Public DNS resolvers DNS server software Operating Systems Web Browsers

  10. Recent updates from service providers & vendors. The Rapid Development of DoE 10 Firefox: Plans on defaulting DoH Google: Chrome DoH experiment on its way Cloudflare: 8% queries are using DoT or DoH

  11. Questions: from Users’ Perspective How many DoE servers are there? Methodology: Internet-wide scanning. How are the reachability and performance of DoE servers? Methodology: Large-scale client-side measurement. What does the real-world usage of DoE look like? Methodology: Analysis on passive traffic. 11

  12. Q1: How many servers are there?

  13. DoE Server Discovery 13 DNS-over-TLS (DoT) DNS-over-HTTPS (DoH) Runs over dedicated port 853. Uses common URI templates. (/dns-query, /resolve) Internet-wide Scan URL database Inspection

  14. DNS-over-TLS Resolvers Internet-wide probing with ZMap, getdns & OpenSSL. 14 Zmap Internet-wide scan Port 853 getdns DoT query OpenSSL Verify SSL certificate chain

  15. DNS-over-TLS Resolvers 531 56 FR 4% 86 DE 26% US 46% 951 IE (As of May 1) 15 Several big players dominate in the count of servers. 3% ~2K open DoT resolvers in the wild.

  16. DNS-over-TLS Providers Small providers: ~70% only operate on one single address. Security: ~25% providers use invalid TLS certificates. 16 Expired cert Self-signed cert Broken cert chain

  17. DNS-over-HTTPS Providers Large-scale URL dataset inspection. Scale: only 17 providers found , mostly known in lists. 17 (DoH list maintained by the curl project) Found 2 providers beyond the list: dns.adguard.com dns.233py.com

  18. Q2: Are popular services reachable?

  19. Reachability to DoE Servers Public DNS Proxy Network DoT, DoH DNS/TCP, nodes Exit resolver DoT, DoH 19 DNS/TCP, Proxy Super Client Measurement Measurement platform built on SOCKS5 proxy network. forward

  20. Vantage China Measurement platform built on SOCKS5 proxy network. 20 Reachability to DoE Servers 5 1 (CN) 85,122 (Censored) 2,597 Platform 166 29,622 Global AS Country IP Count of Vantage point: 114K vantage points from 2 proxy networks.

  21. Reachability to DoE Servers 21 Measurement platform built on SOCKS5 proxy network. Vantage point: 114K vantage points from 2 proxy networks. Test items on each vantage: Are public services reachable? Why do they fail? Query a controlled domain via DNS/TCP, DoT & DoH SSL certificate Open ports Webpages

  22. Reachability Test Results - by residential conflicted, e.g., Address 1.1.1.1 99.9% - 1.1% Google China 14.0% 0.2% 0.2% Quad9 0.2% 15.8% DoE is currently less interrupted by in-path devices. Google 0.1% 1.2% 16.5% Cloudflare Global DoH DoT DNS/TCP Query Failure Rate Resolver Vantage 22 ~99% global reachability. network devices.

  23. Reachability Test Results 40 23 179 (BGP) AS9870 Dong-eui University 10 161 (SNMP) AS52532 Speednet Telecomunicacoes Ldta 7 67 (DHCP) AS24835 Vodafone Data 23 (Telnet) DoE is currently less interrupted by in-path devices. AS17488 Hatheway IP Over Cable Internet 28 22 (SSH) Example client AS # Client Port open 23 Examples of 1.1.1.1 address conflicting: ~99% global reachability. AS3269 Telecom Italia S.p.a

  24. Reachability Test Results 0.2% Blocked by small timeout. DNS/53, with a queries to Forward DoH 99.9% - 1.1% Google China 14.0% 0.2% 0.2% Quad9 - DoE is currently less interrupted by in-path devices. DoT ~99% global reachability. 24 Vantage Resolver Query Failure Rate DNS/TCP DoH 15.8% Global Cloudflare 16.5% 1.2% 0.1% Google censorship.

  25. Q3: Is DoE query time tolerable?

  26. DoE lookup performance connections for subsequent lived” connection supported Cloudflare resolver: “long- kdig, Stubby, etc. Stub: supported by dig, sufficient resources.” queries as long as they have SHOULD reuse existing 26 “Clients and servers (RFC 7858, DNS-over-TLS) Implementation Specification A major influence: connection reuse . Aim: measure the relative query time of DNS and DoE. (tens of seconds)

  27. Vantage point: 8,257 proxy nodes from ProxyRack. TCP handshake DNS response DNS query DNS query TLS handshake TLS handshake TCP handshake resolver Connection reuse: only recording DNS transaction time. Public DNS node Proxy Client Measurement 27 DoE lookup performance DNS response

  28. Performance Test Results 28 Tolerable query time overhead with reused connections. On average, extra latency on the order of milliseconds.

  29. Q4: What does DoE traffic scale look like?

  30. DoE Traffic Observation 30 DNS-over-TLS (DoT) DNS-over-HTTPS (DoH) Runs over dedicated port 853. Resolver domain name (e.g., dns.google.com) In URI templates. ISP NetFlow dataset Passive DNS dataset

  31. DNS-over-TLS Traffic Data: 18-month NetFlow dataset from a large Chinese ISP. Scale: still much less than traditional DNS, but growing. 31 DoT: 2 to 3 orders of magnitude less traffic

  32. DNS-over-TLS Traffic Data: 18-month NetFlow dataset from a large Chinese ISP. > 95% netblocks: > 60% DoT traffic Top 20 netblocks: Active for < one week 32 Scale: still much less than traditional DNS, but growing. Clients: centralized clients + temp users. 222.90.*.*/24 �� ����� 139.199.*.*/24 42.203.*… 1.119.*… 60.206.*.*/24 60.190.*… 110.81.*.*/24 221.238… 58.213.*.*/24 123.206… 123.244.*.*/24 218.91… 218.91…

  33. DNS-over-HTTPS Traffic Data: Passive DNS dataset, monthly query volume. Big players dominate. Also a growing trend. 33

  34. Limitations DoE server discovery Internet-wide scan misses local resolvers. DoH discovery relies on data traces. Reachability & performance test Proxy networks only allows TCP traffic. DoE traffic observation Geographic bias of dataset. Underestimation because of DNS cache. 34

  35. Recommendation Protocol designers Reuse well-developed protocols. Service providers Correct misconfigurations. Keep servers under regular maintenance. DNS clients Education on benefits of encryption. Dataset & code release Please visit https://dnsencryption.info. 35

  36. Summary: Key Observations Open DNS-over-Encryption resolvers A number of small providers less-known. ~25% providers use invalid TLS certificates. Client-side usability Currently good reachability (~99%). Tolerable performance overhead with reused connections. Real-world traffic Still much less than traditional DNS, but growing. 36

  37. An End-to-End, Large-Scale Measurement of DNS-over-Encryption: How Far Have We Come? Chaoyi Lu, Baojun Liu, Zhou Li, Shuang Hao, Haixin Duan, Mingming Zhang, Chunying Leng, Ying Liu, Zaifeng Zhang, Jianping Wu

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