Pith. sign in

Paper Citation Record · LEDGER

Branch and Bound for Relational Verification of Neural Networks

As of 18 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2608.13118.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.13118 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:31:55.118164Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

48 of 48 outbound references displayed

  • verified exact1
  • verified fuzzy38
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e9334d9e-b530-48c2-8a76-c942ac2d68eb · outbound

This paper cites Evasion attacks against machine learning at test time,.

Branch and Bound for Relational Verification of Neural Networks Evasion attacks against machine learning at test time,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.610682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:54.954301Z digest=sha256:0ea2e564f05b74ccce32ef41765c2afc8ccbf05878bb8869cf339044166ed8bf

Observation fe747551-1c6a-4173-8ddd-37e1195e4768 · outbound

This paper cites Explaining and harnessing adversarial examples,.

Branch and Bound for Relational Verification of Neural Networks Explaining and harnessing adversarial examples,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.598901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:54.958365Z digest=sha256:cf124d32fa30772c889c6db6f93387702abfacc826dbab81afe3d491af27d8fa

Observation a1e39e57-e6f2-4c5d-9016-c623e19d5632 · outbound

This paper cites Reluplex: An efficient SMT solver for verifying deep neural networks,.

Branch and Bound for Relational Verification of Neural Networks Reluplex: An efficient SMT solver for verifying deep neural networks,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.587084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:54.961972Z digest=sha256:800e2f55e705667367fc6e09fe586377fe0323844c469909858664a4e344051f

Observation ea9098c7-b99b-49c3-b806-02862cf0a213 · outbound

This paper cites Safety verification of deep neural networks,.

Branch and Bound for Relational Verification of Neural Networks Safety verification of deep neural networks,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.576114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:54.965813Z digest=sha256:733a33a7b868c5fa33265e86a1144a41939c5919e7e630dc1dd35a0099e1167d

Observation 4fd497b2-b792-48dd-b676-2bb1edcbe774 · outbound

This paper cites Deepsplit: An efficient splitting method for neural network verification via indirect effect analysis.

Branch and Bound for Relational Verification of Neural Networks Deepsplit: An efficient splitting method for neural network verification via indirect effect analysis

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.564946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:54.969127Z digest=sha256:09f8ddcd22f1fb0238be1a47675392d46ef54bdf17e1e3941304da7e0bf81535

Observation 7335ca11-5804-40c8-aaa2-b8bb46364c74 · outbound

This paper cites An abstract domain for certifying neural networks,.

Branch and Bound for Relational Verification of Neural Networks An abstract domain for certifying neural networks,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.554481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:54.972841Z digest=sha256:0a64ac3787c0eb0dfe45de65c95f891d886d571d5678600a36eb723d12a1e6e3

Observation aa311fdf-757b-48ff-9fd1-eb9b0ab0a88f · outbound

This paper cites Branch and bound for piecewise linear neural network verification,.

Branch and Bound for Relational Verification of Neural Networks Branch and bound for piecewise linear neural network verification,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T16:31:54.976557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:31:54.976557Z digest=sha256:10b4cc5f70beeb9587903785c8fb960ab8600676dd21db9d8ff7d0ae5d0809cc

Observation 03941f4f-f59c-474d-a8b4-51d326b03937 · outbound

This paper cites Beta-crown: Efficient bound propagation with per-neuron split constraints for neural network robustness verification,.

Branch and Bound for Relational Verification of Neural Networks Beta-crown: Efficient bound propagation with per-neuron split constraints for neural network robustness verification,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.537899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:54.979993Z digest=sha256:0f75eea1071ecf29c15af06131a8ce7200eef75b747c63a1db26d71ec38140c8

Observation 2c2a3e20-85ef-4b1a-9879-2dd24c119102 · outbound

This paper cites Fast and effective robustness certification,.

Branch and Bound for Relational Verification of Neural Networks Fast and effective robustness certification,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.527092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:54.983360Z digest=sha256:2dd593df49f54b1b35418eb0610a8900913e379c27581759f1f7aa313a90a4d1

Observation 1f263552-1ac7-4c84-a4dc-da412eb798fe · outbound

This paper cites Falsifai: Falsification of ai-enabled hybrid control systems guided by time-aware coverage criteria,.

Branch and Bound for Relational Verification of Neural Networks Falsifai: Falsification of ai-enabled hybrid control systems guided by time-aware coverage criteria,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.517270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:54.986708Z digest=sha256:98c2cda1559f65e741b9c6846d92d51ea18395bda793519f9b9cbbf35b39b309

Observation bca5a502-da7f-4871-a429-8630e56f1ee6 · outbound

This paper cites Efficient global robustness certifi- cation of neural networks via interleaving twin-network encoding,.

Branch and Bound for Relational Verification of Neural Networks Efficient global robustness certifi- cation of neural networks via interleaving twin-network encoding,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.507227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:54.990554Z digest=sha256:a07437475e3f773a8e01039b55c1c1053b6e90a09b2884d5f401f1bc50b36596

Observation cffa7bb9-1380-4b83-8385-1e96c96969d9 · outbound

This paper cites Input-relational verification of deep neural networks,.

Branch and Bound for Relational Verification of Neural Networks Input-relational verification of deep neural networks,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.496965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:54.994173Z digest=sha256:7d46c17deea6f6ad009d2cee260c248216d7eb862b139931be6e05ca5e828cd8

Observation 3185a667-871f-4408-815f-e46a987f60b3 · outbound

This paper cites Improved Branch and Bound for Neural Network Verification via Lagrangian Decomposition.

Branch and Bound for Relational Verification of Neural Networks Improved Branch and Bound for Neural Network Verification via Lagrangian Decomposition

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T16:31:54.997611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:31:54.997611Z digest=sha256:811382b62adaed0842168d2e8d470bd85a933e98b3d4dc3f193ab5a6bd7cac7c

Observation b44b11cb-dbcc-4c8f-a51e-8c1ca9bddf70 · outbound

This paper cites Neural network verification with branch-and-bound for general nonlinearities,.

Branch and Bound for Relational Verification of Neural Networks Neural network verification with branch-and-bound for general nonlinearities,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.486645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.001438Z digest=sha256:8447f1161601a97ed5aed535ba69fc8d05960a5f0eb577733460064d26de1418

Observation 6e93713e-353f-447f-b8fc-b163576ccbb4 · outbound

This paper cites Neural Network Branching for Neural Network Verification.

Branch and Bound for Relational Verification of Neural Networks Neural Network Branching for Neural Network Verification

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T16:31:55.004794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:31:55.004794Z digest=sha256:2350645d1d6af747e6181c19a943c466102ddd943716914c963d3cc79aa57610

Observation 9196a315-4259-4f3d-81d7-bd1ae86ed978 · outbound

This paper cites Complete verification via multi-neuron relaxation guided branch-and-bound,.

Branch and Bound for Relational Verification of Neural Networks Complete verification via multi-neuron relaxation guided branch-and-bound,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.476368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.008654Z digest=sha256:823f0366b5da7e2da8a19ae3423b37f8027afd79a7a67beefb532bf5bcc55408

Observation 1f506a87-f480-49b7-a67b-0a6117e00453 · outbound

This paper cites Relational verification leaps forward with RABBit,.

Branch and Bound for Relational Verification of Neural Networks Relational verification leaps forward with RABBit,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.465345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.011827Z digest=sha256:c4c465516679eba5c2c04ba50ab3784a3f7b803560ffdbb5d09f6fb5bfeb2d63

Observation 20129d2f-c68c-44ad-b94b-36c46a4986e2 · outbound

This paper cites Algorithms for verifying deep neural networks,.

Branch and Bound for Relational Verification of Neural Networks Algorithms for verifying deep neural networks,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.455273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.015162Z digest=sha256:9d9cba5be9fe00ec33ad65fad2b94ddb9b08cc7b7091f6a5420c6b563a710281

Observation 2426b50c-6691-46d3-adca-d68c1bf71bce · outbound

This paper cites Improving neural network verification through spurious region guided refinement,.

Branch and Bound for Relational Verification of Neural Networks Improving neural network verification through spurious region guided refinement,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.445251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.018544Z digest=sha256:002a4d4d06d966a5f2a2fa179801c1acb9f3b8b14ac91154e0db62c8996956af

Observation 14a79e80-cb79-40a6-922d-9f2cc6de204d · outbound

This paper cites Optimization and abstraction: a synergistic approach for analyzing neural network robustness,.

Branch and Bound for Relational Verification of Neural Networks Optimization and abstraction: a synergistic approach for analyzing neural network robustness,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.434509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.021993Z digest=sha256:90cd715cdd55fa54e988e4143c0894568e656509d87d5d564f22ce154e8e0288

Observation dc31cdc8-00f6-444f-84ae-542524cd0c0c · outbound

This paper cites Cleverest: accelerating cegar-based neural network verification via adversarial attacks,.

Branch and Bound for Relational Verification of Neural Networks Cleverest: accelerating cegar-based neural network verification via adversarial attacks,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.423475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.025285Z digest=sha256:9073be382681090df22d64f1e6e4050a456d1568512ecf306df48314d704ec9b

Observation a60bff34-5411-427a-b835-71d058d62cad · outbound

This paper cites Hyperproperties,.

Branch and Bound for Relational Verification of Neural Networks Hyperproperties,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.413050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.028645Z digest=sha256:9d5ba4e2b4e1f199165b46b6d8b98ea9a9525f8f0d28e8684fb8bff5b1c24ab8

Observation eb32c99f-b83c-45c6-b241-1d947ffffb58 · outbound

This paper cites Deepgemini: verifying dependency fairness for deep neural network,.

Branch and Bound for Relational Verification of Neural Networks Deepgemini: verifying dependency fairness for deep neural network,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.402211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.032179Z digest=sha256:6c0c8acab38c20b66f3503302c6d779d3a56fffc69a32652ad5966be0841291a

Observation 9a5bb3a8-b1e8-4f92-ac74-414f6fc2854c · outbound

This paper cites Provable defenses against adversarial examples via the convex outer adversarial polytope,.

Branch and Bound for Relational Verification of Neural Networks Provable defenses against adversarial examples via the convex outer adversarial polytope,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.392425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.035427Z digest=sha256:ae078ba7b3ef1af8d61cc4afefbe88ad81f8dd9b9a3caaf0ea922c7334d9e301

Observation 05f191f3-2946-4a56-ac8f-c9203a4cbb0b · outbound

This paper cites Artifact for the paper “Branch and Bound for Relational Verification of Neural Networks.

Branch and Bound for Relational Verification of Neural Networks Artifact for the paper “Branch and Bound for Relational Verification of Neural Networks

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.382505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.038832Z digest=sha256:db6c1680b8df025bd67808a2bdedecdd60dceeda3910caf3486beb303fa1649a

Observation 22c75061-35a6-4489-bc57-6c15a04f271e · outbound

This paper cites Gurobi Optimizer Reference Manual,.

Branch and Bound for Relational Verification of Neural Networks Gurobi Optimizer Reference Manual,

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T16:31:55.045797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:31:55.045797Z digest=sha256:631dc7f4cef6dbdb4814ef0e38f31fbec6b3ad4ca9021e40a2a13e06ee271815

Observation 4f708b52-28ca-474e-9a61-b99e9d961798 · outbound

This paper cites The Fifth International Verification of Neural Networks Competition (VNN-COMP 2024): Summary and Results.

Branch and Bound for Relational Verification of Neural Networks The Fifth International Verification of Neural Networks Competition (VNN-COMP 2024): Summary and Results

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-15T16:31:55.053335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:31:55.053335Z digest=sha256:9444555671eeb667c6e057c5ecf8de46ee5b43816392bf00acc03fa290ae18e3

Observation 5ecc3607-f2de-4eb2-86ff-311e2f5e2dc6 · outbound

This paper cites Cohen,Statistical power analysis for the behavioral sciences.

Branch and Bound for Relational Verification of Neural Networks Cohen,Statistical power analysis for the behavioral sciences

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-15T16:31:55.057025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:31:55.057025Z digest=sha256:a54ce151cda7b4edfe6aa23eaa61abb5943b9a4ab6946134f30801f5338dc079

Observation ae26bcea-bc2f-40ff-86a6-302f1c61f439 · outbound

This paper cites Evaluating robustness of neural networks with mixed integer programming,.

Branch and Bound for Relational Verification of Neural Networks Evaluating robustness of neural networks with mixed integer programming,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.355221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.060517Z digest=sha256:a67627ffdce0fcb6da04d9502453dbb9b1c0064e310564a7a782a8fdbeb328dd

Observation ccf13dff-dc77-4a9e-8275-cf6219bcc319 · outbound

This paper cites Formal verification of piece-wise linear feed-forward neural networks,.

Branch and Bound for Relational Verification of Neural Networks Formal verification of piece-wise linear feed-forward neural networks,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.344848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.063912Z digest=sha256:81b8ecf5d5a9c9397be64643a039a8181c055a9edea5653a8aa1ba629251c928

Observation cbecefb3-5b59-41d7-94fe-f342017177fc · outbound

This paper cites Scaling Polyhedral Neural Network Verification on GPUs.

Branch and Bound for Relational Verification of Neural Networks Scaling Polyhedral Neural Network Verification on GPUs

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-15T16:31:55.067176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:31:55.067176Z digest=sha256:07e13ae42e2f8e8a727b88ab0d2d1f073886ac7f939511c9e17724d8d88a5a13

Observation 9e5082b2-61aa-4929-b7c0-3d9103c7f7e6 · outbound

This paper cites Efficient formal safety analysis of neural networks,.

Branch and Bound for Relational Verification of Neural Networks Efficient formal safety analysis of neural networks,

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T16:31:55.070773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:31:55.070773Z digest=sha256:2d986bcbd72a93fbe5001195f147b6ff7903be9ec85f65ecad077dfb59d716a4

Observation 8dd08cdd-4807-4464-8b88-e3192311bbf9 · outbound

This paper cites Efficiently computing local lipschitz constants of neural networks via bound prop- agation,.

Branch and Bound for Relational Verification of Neural Networks Efficiently computing local lipschitz constants of neural networks via bound prop- agation,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.328528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.074423Z digest=sha256:69e5342d6344a2ed1fc11c806d148876fb22fb0d762c3c521c1757b8f030157e

Observation d80c5a91-c0f7-43ae-98d0-6c9b9d368a9c · outbound

This paper cites Strong convex relaxations and mixed-integer programming formulations for trained neural networks (2018),.

Branch and Bound for Relational Verification of Neural Networks Strong convex relaxations and mixed-integer programming formulations for trained neural networks (2018),

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.319029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.078426Z digest=sha256:3c2461ca2706bd930d4fff036ff867a9c5fdbb1601c36f4bbcea9a91ea6370ae

Observation f8989998-b535-4831-aade-577033300122 · outbound

This paper cites The convex relaxation barrier, revisited: Tightened single- neuron relaxations for neural network verification,.

Branch and Bound for Relational Verification of Neural Networks The convex relaxation barrier, revisited: Tightened single- neuron relaxations for neural network verification,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.309031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.081949Z digest=sha256:892b162c8b6118e85476478a140f39dd2b23ae0989a2d6422a30fa48faf43575

Observation 3125565a-4c65-47c5-ab94-72c9cf3f9dee · outbound

This paper cites Beyond the single neuron convex barrier for neural network certification,.

Branch and Bound for Relational Verification of Neural Networks Beyond the single neuron convex barrier for neural network certification,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.299496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.085161Z digest=sha256:b7e2de6ebdd8026193188d9ebd53670abef8fe0e4450b2a89081f0c0847cd9c9

Observation 44321bab-411c-4ba2-9334-ea5fbe34f64b · outbound

This paper cites Prima: general and precise neural network certification via scalable convex hull approximations,.

Branch and Bound for Relational Verification of Neural Networks Prima: general and precise neural network certification via scalable convex hull approximations,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.289748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.088466Z digest=sha256:d15dff4f9309b6abaeb7c3aa8a0f95ae57400ec528ace184dd845aaa05701391

Observation 710ee02f-e787-4de4-bd7d-adbd41d2c224 · outbound

This paper cites Semidefinite relaxations for certifying robustness to adversarial examples,.

Branch and Bound for Relational Verification of Neural Networks Semidefinite relaxations for certifying robustness to adversarial examples,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.280384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.091674Z digest=sha256:7444730d6f8341f11ca0a2fc0bdb31a8d20e52ef9ebe6c5add815ea2f3405f6b

Observation b4290dc1-c857-471d-97ba-1f3546067c0f · outbound

This paper cites Relational dnn verification with cross executional bound refinement,.

Branch and Bound for Relational Verification of Neural Networks Relational dnn verification with cross executional bound refinement,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.270406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.095013Z digest=sha256:1a5735ac1c92cb9ec745b01c7507c80c8f9ccc4f5741e78e708c6980d5dde4c6

Observation c3ca0de2-cbc9-4121-a3c5-497d6a81cc5c · outbound

This paper cites Neurodiff: scalable differ- ential verification of neural networks using fine-grained approximation,.

Branch and Bound for Relational Verification of Neural Networks Neurodiff: scalable differ- ential verification of neural networks using fine-grained approximation,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.260614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.098309Z digest=sha256:b0e715822895b151d1619314752a66cdcd100607e712cddc5e3a09dc1a18a285

Observation 259c6c8f-2a8d-439a-8e61-9bdb98c4f497 · outbound

This paper cites Reludiff: Differential verification of deep neural networks,.

Branch and Bound for Relational Verification of Neural Networks Reludiff: Differential verification of deep neural networks,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.250331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.101436Z digest=sha256:c2c7be28298570fd0f5fd6cd2df3b5771a2a0529354400e9a1d1096a0fa1285e

Observation 5093f959-154b-48b6-9816-feca748bb436 · outbound

This paper cites Revisiting differential verification: Equivalence verification with confidence,.

Branch and Bound for Relational Verification of Neural Networks Revisiting differential verification: Equivalence verification with confidence,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.239529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.105012Z digest=sha256:877bf1a997ec5e22fe859e9ed3c524ffb3d2d8890e664998b056b3b2d9e4057f

Observation 62c36e24-084b-4558-93ee-9dc661475df3 · outbound

This paper cites Shared certificates for neural network verification,.

Branch and Bound for Relational Verification of Neural Networks Shared certificates for neural network verification,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.229404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.108286Z digest=sha256:3fe5c19e218a2e1cc84f3c82e233313d278d6810e546d5e1a3680f23a7546358

Observation 66d81cc9-3f45-4b66-b190-d59fd6a92987 · outbound

This paper cites Proof transfer for fast certifica- tion of multiple approximate neural networks,.

Branch and Bound for Relational Verification of Neural Networks Proof transfer for fast certifica- tion of multiple approximate neural networks,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.218818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.111514Z digest=sha256:a6111345f6f1c7ec75a014739b52cea3190749e09d98b759e448e17608fe122e

Observation bce28aa3-e971-47b2-b3f5-b9f1513e44d7 · outbound

This paper cites Incremental verification of neural networks,.

Branch and Bound for Relational Verification of Neural Networks Incremental verification of neural networks,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.207686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.114762Z digest=sha256:d222c98a4ad2286d87bd8a0bf1bce97786da94819120cb741e2a188559cccd96

Observation 6cb6f49e-c725-4ee8-b6f3-b91993376c75 · outbound

This paper cites Efficient incremental verification of neural networks guided by coun- terexample potentiality,.

Branch and Bound for Relational Verification of Neural Networks Efficient incremental verification of neural networks guided by coun- terexample potentiality,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:31:55.196733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.118164Z digest=sha256:a9ca409368d718f047277de3111f92801a53bc558501e6e0a9af43a93ac9b773

Observation d07cb244-9aed-4cb1-b635-98e53d5c9b37 · outbound

This paper cites Available: https://www.gurobi.com.

Branch and Bound for Relational Verification of Neural Networks Available: https://www.gurobi.com

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-15T16:31:55.049742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:31:55.049742Z digest=sha256:f806a9d1d2a207978ba44a7f79ce7321ff1553ed2174bf684d73a894403646f9

Observation fa54cd1c-305d-4b5d-a50d-bf49149d704a · outbound

This paper cites Available: https://doi.org/10.5281/zenodo.21536550.

Branch and Bound for Relational Verification of Neural Networks Available: https://doi.org/10.5281/zenodo.21536550

Reference 2026

Resolution
verified exact
doi, observed 2026-08-15T16:31:55.148839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T16:31:55.042334Z digest=sha256:9cae2726acf682168b28defad67eae31d726297605a99278913f69830cd05019

Pith citing papers

No inbound Pith citation observations are available.