Pith. sign in

Paper Citation Record · LEDGER

Branch and Bound for Relational Verification of Neural Networks

As of 17 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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:54.954301Z digest=sha256:9dd6a4fffd5ac542ddedffcd308c2999046bf514136099e59b913ed151b6a172

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:54.958365Z digest=sha256:861d828dd915555cd1d90366e97ad0f946ad441621269789b2e53f516c1b851b

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:54.961972Z digest=sha256:8921e78542cf1471c9893355a3a93ac9d07c35c0d62230ee269712c904b123cd

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:54.965813Z digest=sha256:a237ee8074272e823949411bfda3f0e5221b0b108a917b7b2bdf31270b8772f6

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:54.969127Z digest=sha256:0e3fff725f5bf0fc57f7e8daf32ab3af8706655c19f6a86fdddecae4c1deea46

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:54.972841Z digest=sha256:4c94496af12390cbead7f27d24814a09ab185c8597528be053fd6e47c6846cbe

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=sha256:72ac8a53d0372cf62aa8acd40f6c63c53a04a1e337fd775f5657533ef6d82883

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:54.979993Z digest=sha256:570a5c5ac33d82e047a998115fe8e9cd29c603cf11d03653c65b4e4b649c3166

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:54.983360Z digest=sha256:c22a2cdd27dea80d51402f46a5b94770deacc5e57778ee889e6b6f4bd0579dce

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:54.986708Z digest=sha256:b82a6b0fd557b3c7fbd33f41a99c122980ea3e0b012aaf9494e94c2739f66345

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:54.990554Z digest=sha256:5ba137c5b15833b68a3694c5f6e2dfb3e6f4ae5ffedbb94097716e254420e14d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:54.994173Z digest=sha256:6c107d3e4ac386cd30919dfbedad621508e9c477ecaa62dfaacc86db892159ec

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=sha256:7bc76d3640ece8517fdc4ed8bdacbc05b12a9e8df462bd8a38401199ff67ac6c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.001438Z digest=sha256:50af60307935c837daa6c0ecccc5b4487c95f2260268b04fa0a44691b0cb75cc

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=sha256:7d49c3b2743742fb9da49bd643f743247949e5198a40d905af9a1fe5b2bea622

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.008654Z digest=sha256:a39aebd16d23d2c5c9b06a95d7beb2d4da523d0e5074f5556f92c407428eafac

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.011827Z digest=sha256:1b8b54f906ecfddc7457159c2daa84d044c51cf5ac58de295b4ec9be5ad47e50

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.015162Z digest=sha256:1a3a66024fb45ebf9be384c836d7b2c8487aa1b26c051ac8afda499b18ee0bbb

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.018544Z digest=sha256:a7c0a8b2b26b43b2db26f33d2d332cee24f9adcddd6c43de020c7c4f351e714c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.021993Z digest=sha256:ed3600651e442366bfe2f7b130e4ace9f7b16c89440b056b5727c2a4f9b7f37e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.025285Z digest=sha256:e0c4b4b8b08c464f7800fa7fa610f2e50dc55993f4ae9d5e2791ee7e096432d5

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.028645Z digest=sha256:1fb6d4c45e8ca21c7c3b7999b04da92ead9a45572491b9235c5c3781495869d3

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.032179Z digest=sha256:9b2c5efc08b6d5703d12ad8be6a6a1bfaacdf056fb04ab978362b9961ac14ac7

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.035427Z digest=sha256:952b0b5631eb24595f42445ae6c8e7273f07122ba267867084a6e204a909c959

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.038832Z digest=sha256:fdae09c8d0aace412214c9b76434c921ede03fff52689ac223f363074a175915

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=sha256:83e32c70816e26b24b66f21631f5a63297ec215094c38ab2eabdce27cd616fab

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=sha256:6b952ae4004e7fff25303aef22723909c512135640e782104cefa65a0262d110

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=sha256:514cbd9c6ad63b7335bbd321c01c0f9befcffb5c3b0af80d304be39320e033b7

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.060517Z digest=sha256:6374e16a83668ac83f7c393b9bb7de819090e4ecf2ce483fba9fbfd45c1c1c59

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.063912Z digest=sha256:0d3f37cee5aed769632112e7ba7f65ca17aa2cbaa930b1aff51dbcaf49a5562c

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=sha256:5009470613eee7fd5f385c1a65ca01548f668667a2469bf8ff00cdd9f4dda1b5

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=sha256:30bf166658c80cae0fd636218589c92f451195e892dce2caea46af3d2e6767df

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.074423Z digest=sha256:ef0f7d017069b4fedad59313faf8d2ecd9916dc42614073621e9047f0f733206

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.078426Z digest=sha256:634b10adc70584388d80bcc092040056961edf8254e4002ca11e6f5bbecf1d5d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.081949Z digest=sha256:e9d4ff4e6b0b82ba91aec19c2f0c300288251b4d70c52bfc07658495dd2d47ac

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.085161Z digest=sha256:7dec3ce5f04984fd06c1f2d3c3c6f3dbcaf85de18168e7ecd5ed955e4f837dd2

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.088466Z digest=sha256:55566380895e2229069eddb8d1b04162a07d8bd2741a4a94bedf09f9b02318ca

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.091674Z digest=sha256:95bc80ace6a88a50cf7e7f3700bd53ff1854b7d4f548f139c7d319d253ef8d37

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.095013Z digest=sha256:4e7f3fc2849403a00fd9a78319ce51b9b0e1335640a0a88baa1084d32950ec68

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.098309Z digest=sha256:9c7e06c27f7114531cd5d7630090b77c036afcb5d2649b91d8d65563c8ccc75e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.101436Z digest=sha256:64d017f37ee7a214334c86cf650ae1b43f2939174a006d7e31a76188f9c31bb7

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.105012Z digest=sha256:905da1b07b7b77e371d8c01a2f6d95e966067eed6c4403fb59e12ba586f1a4ad

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.108286Z digest=sha256:a307b514bdeedf8ac55fa718c544759c2b7a32c517655d8d194d111d042ba07e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.111514Z digest=sha256:46d8cf8fabdfec80418a271643075bd13d9f6c26e87f3c68e88024bee012cb47

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.114762Z digest=sha256:7f98570e4aa05a7a834bbb636f6fbabe8a5bc5ad046d9f4c2ce266b42b017f4d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.118164Z digest=sha256:2c89232e9a3c78eb354d89bf352e380dc5466a2e66d1aa6421ad1b098ad717cb

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=sha256:0b75242d0cbfafd2da2dfbd601dec5e464c74ad72c7d442cd29efdede5d471b4

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T16:31:55.042334Z digest=sha256:dde5d3976b1b0f36aa60c817eefedddc117a9e644fe0dfe804c77b2544375b0c

Pith citing papers

No inbound Pith citation observations are available.