Paper Citation Record · LEDGER

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers

As of 8 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2607.05423.

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

pith.paper-citation-record.v1
2607.05423 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T11:00:08.374762Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

28 of 28 outbound references displayed

verified exact6
verified fuzzy0
unresolved21
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c3dbe59b-3832-457f-b36b-767834b5ce30 · outbound

This paper cites Finite-time analysis of the multi- armed bandit problem.Machine Learning, 47:235–256, 2002.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Finite-time analysis of the multi- armed bandit problem.Machine Learning, 47:235–256, 2002

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2ab4956-ab6e-4c1e-8433-c8e6fc4e2e44 · outbound

This paper cites Adversarial Attacks on Combinatorial Multi-Armed Bandits.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Adversarial Attacks on Combinatorial Multi-Armed Bandits

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73d9be36-76d1-41ad-b982-e91caf415973 · outbound

This paper cites Marmolejo-Cossío, Ninad Rajgopal, and Alexandros A.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Marmolejo-Cossío, Ninad Rajgopal, and Alexandros A

Reference 3

Resolution: verified exact; doi, observed 2026-07-12T11:08:52.295545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 993a5c23-b0f8-4dbd-ada8-eb8594e74f75 · outbound

This paper cites an unresolved cited work.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5656e30d-7f27-4b3e-93c3-85f27e7d7f42 · outbound

This paper cites Computing the optimal strategy to commit to.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Computing the optimal strategy to commit to

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbf2996b-23e9-4918-90d5-b104e8fa18f4 · outbound

This paper cites an unresolved cited work.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 492bb5c2-7a73-4901-8cdf-3d9c616e4c99 · outbound

This paper cites Learning in stack- elberg games with non-myopic agents, 2025.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Learning in stack- elberg games with non-myopic agents, 2025

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5712314e-cc62-40b8-bd2d-b2c3f165609f · outbound

This paper cites Adversarial Attacks on Stochastic Bandits.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Adversarial Attacks on Stochastic Bandits

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46fb28d9-23b1-49ff-afda-076f94dad50d · outbound

This paper cites A Jointly Efficient and Optimal Algorithm for Heteroskedastic Generalized Linear Bandits with Adversarial Corruptions.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers A Jointly Efficient and Optimal Algorithm for Heteroskedastic Generalized Linear Bandits with Adversarial Corruptions

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9150043e-67cd-41bc-a5b6-627eccbaf58d · outbound

This paper cites Security games with multiple attacker resources.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Security games with multiple attacker resources

Reference 10

Resolution: verified exact; doi, observed 2026-07-12T11:08:52.287546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ef503236-7327-48cb-9e36-4e2996cd8ba8 · outbound

This paper cites Bandit algorithms.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Bandit algorithms

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 663bc088-fb3a-4cf5-995f-8e7da18c13a5 · outbound

This paper cites Data Poisoning Attacks on Stochastic Bandits.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Data Poisoning Attacks on Stochastic Bandits

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bd0e093-ff51-4f6c-a4a7-65365c63ab8c · outbound

This paper cites Action-manipulation attacks against stochastic bandits: Attacks and defense.IEEE Transactions on Signal Processing, 68:5152–5165, 2020.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Action-manipulation attacks against stochastic bandits: Attacks and defense.IEEE Transactions on Signal Processing, 68:5152–5165, 2020

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3fe8514-8f47-4474-a3c9-affbd6283b7b · outbound

This paper cites URLhttp://dx.doi.org/10.1109/TSP.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers URLhttp://dx.doi.org/10.1109/TSP

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-12T11:08:52.278238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 55127667-2e79-4655-a451-b26711e776fb · outbound

This paper cites Stochastic bandits robust to adversarial corruptions.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Stochastic bandits robust to adversarial corruptions

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66f80604-8ac3-49ec-be02-cde7eaa0ccf1 · outbound

This paper cites Adversarial Attacks on Adversarial Bandits.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Adversarial Attacks on Adversarial Bandits

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1581259a-b9be-4daa-a51e-9443a70cce19 · outbound

This paper cites Imitative attacker deception in stackelberg security games.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Imitative attacker deception in stackelberg security games

Reference 17

Resolution: verified exact; doi, observed 2026-07-12T11:08:52.316648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation abb5cefd-d660-405e-800d-f56df5c7566c · outbound

This paper cites an unresolved cited work.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Unresolved cited work

Reference 18

Resolution: malformed identifier; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18697446-4cce-416d-bc68-b4b122428ec2 · outbound

This paper cites Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba6c4fc5-5aaa-4677-801f-56a22e1ce577 · outbound

This paper cites If multi-agent learning is the answer, what is the question?Artificial Intelligence, 171(7):365–377, 2007.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers If multi-agent learning is the answer, what is the question?Artificial Intelligence, 171(7):365–377, 2007

Reference 20

Resolution: verified exact; doi, observed 2026-07-12T11:08:52.325809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cfe76227-db7e-4156-bece-c1216ef1770e · outbound

This paper cites Introduction to Multi-Armed Bandits.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Introduction to Multi-Armed Bandits

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06dacd70-e9e8-48f3-bf01-11b5cae24e3a · outbound

This paper cites Security and game theory: Algorithms, deployed systems, lessons learned.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Security and game theory: Algorithms, deployed systems, lessons learned

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 185b7830-93df-40da-b045-505a8d07014c · outbound

This paper cites an unresolved cited work.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c407de8-0a5f-4788-a616-8adbbb45bf78 · outbound

This paper cites Leadership games with convex strategy sets.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Leadership games with convex strategy sets

Reference 24

Resolution: verified exact; doi, observed 2026-07-12T11:08:52.303010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e8c3f78a-ba2b-4eb9-9f13-f3ee010a506a · outbound

This paper cites Stealthy Adversarial Attacks on Stochastic Multi-Armed Bandits.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Stealthy Adversarial Attacks on Stochastic Multi-Armed Bandits

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f23a11d9-3894-45d0-bba1-1d2bb1b0a7c2 · outbound

This paper cites Robust Thompson Sampling Algorithms Against Reward Poisoning Attacks.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Robust Thompson Sampling Algorithms Against Reward Poisoning Attacks

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b2e238a-7ff8-4cb4-a5a2-0aefe753b37f · outbound

This paper cites Decentralized Online Learning in General-Sum Stackelberg Games.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Decentralized Online Learning in General-Sum Stackelberg Games

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbe3d8aa-a0ab-4681-9f1e-c6c69a1c91df · outbound

This paper cites Near Optimal Adversarial Attacks on Stochastic Bandits and Defenses with Smoothed Responses.

Optimism as a Vulnerability: Deceptive Stackelberg Control of UCB Bandit Followers Near Optimal Adversarial Attacks on Stochastic Bandits and Defenses with Smoothed Responses

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-12T11:00:08.374762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.