Pith. sign in

Paper Citation Record · LEDGER

Adversarial Attacks for Drift Detection

As of 13 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 2 inbound Pith citation observations for arXiv:2411.16591.

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

pith.paper-citation-record.v1
2411.16591 v2

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:03:47.816320Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-25T04:18:05.537682Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

23 of 23 outbound references displayed

  • verified exact1
  • verified fuzzy12
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation a2defad0-f068-480a-b69d-416a3c97a2df · outbound

This paper cites Hinder, V.

Adversarial Attacks for Drift Detection Hinder, V

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:03:48.393507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.684417Z digest=sha256:25feb38b5f03df1774c3a14694b72412d8938c7b5b019d8f1d84a31bb405e7d7

Observation 72133e78-826e-4073-91f3-705d1ce0966e · outbound

This paper cites Bifet and J.

Adversarial Attacks for Drift Detection Bifet and J

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:03:48.358489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.690466Z digest=sha256:40de4f3437bca54c6fbd34217d8f4835587e4dbda4798c6dd6db42b3cd12d3ca

Observation 7cd58509-2f9b-4113-b9fe-6de1c27fb437 · outbound

This paper cites an unresolved cited work.

Adversarial Attacks for Drift Detection Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:03:48.331198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.696007Z digest=sha256:0a4efabfd610459910ece4fa7b4b9315ee24f57c94a91eb0885a70faaaba0cff

Observation 607bff93-895c-483f-8a76-98ea69441c7f · outbound

This paper cites Vaquet, F.

Adversarial Attacks for Drift Detection Vaquet, F

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:03:48.310832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.701500Z digest=sha256:e34992e3ad7fe226766bcd910371ee1bf05db6e96ed2ad714c16e1cb41ccfc08

Observation 13a435e4-5b77-4311-bcd2-cb1dcb7f7838 · outbound

This paper cites Understanding Concept Drift.

Adversarial Attacks for Drift Detection Understanding Concept Drift

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-12T13:03:47.870815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.707638Z digest=sha256:f9f8f1d800e40036ff85d16339e92364de3c81a07e917f1e160ed66c70fbc4ff

Observation c4425560-df34-4858-9eaf-b4eab40cf95c · outbound

This paper cites A survey on adversarial attacks and defences.

Adversarial Attacks for Drift Detection A survey on adversarial attacks and defences

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:03:48.290664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.719656Z digest=sha256:4833dc794e79eb5cd40393fb8c755cd458bba43cfca2a1d899ed2162761b988c

Observation 3a18c17d-78d5-482f-b8d9-5b5865400cfb · outbound

This paper cites Hinder, V.

Adversarial Attacks for Drift Detection Hinder, V

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:03:48.272986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.726309Z digest=sha256:462a2012e108da8440e97247ba7fb5b400a7ac28297fdfc1d650a7a56a5c9214

Observation 4ac367c7-6c59-4d0d-bc07-3a565f9dfb58 · outbound

This paper cites A detects drift if and only if Dt has drift.

Adversarial Attacks for Drift Detection A detects drift if and only if Dt has drift

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:03:48.244642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.732108Z digest=sha256:55af203409c140cc94d2b3f7fcb2b2a1fa6b6d1576504b07cb9b326aea46d3d0

Observation 403d3d4f-3bda-4d2c-a594-a8db36a12dcf · outbound

This paper cites an unresolved cited work.

Adversarial Attacks for Drift Detection Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:03:48.208314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.737607Z digest=sha256:58a50d812528501e9d15119d8ec90bd2bd6c9ed0cc1fa12f7880d1d28b33fd23

Observation 383dbc2a-c43b-4d6a-8e47-506d5ebe7775 · outbound

This paper cites In particular, Adv0(W)R = ker W are the functions that are l-periodic after a and have the same mean as before.

Adversarial Attacks for Drift Detection In particular, Adv0(W)R = ker W are the functions that are l-periodic after a and have the same mean as before

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:03:48.190033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.744868Z digest=sha256:ebadf7d512f4c2118b2022946b6a201622787356704efdb268684dbc50eb00b3

Observation 4bc4fd4f-2a5c-4eae-93cc-4148c86e6dcc · outbound

This paper cites define C ∈ R and F : R≥0 × N → R as C := l a Z a 0 f (x)dx and Ft(n) := Z a+t+ln 0 f (x)dx.

Adversarial Attacks for Drift Detection define C ∈ R and F : R≥0 × N → R as C := l a Z a 0 f (x)dx and Ft(n) := Z a+t+ln 0 f (x)dx

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:03:48.168497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.750451Z digest=sha256:44a808ffc60a7fcb3b5190d5fe8780b74bc55ae33b3c45aa686d44ee31bea530

Observation be0b5b27-8f8d-48df-888d-272cce7c2edf · outbound

This paper cites if f is l-periodic after a we have R t+l t f (x)dx = c is t-invariant for all t > aand if it has the same mean it holds l a Z a 0 f (x)dx = Z a+l a f (x)dx = Z t+l t f (x)dx.

Adversarial Attacks for Drift Detection if f is l-periodic after a we have R t+l t f (x)dx = c is t-invariant for all t > aand if it has the same mean it holds l a Z a 0 f (x)dx = Z a+l a f (x)dx = Z t+l t f (x)dx

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:03:48.135462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.755495Z digest=sha256:323579e1ae7a72dcbc15872b5d028444484fc6fab60f6839a29e3138e4e1bb6e

Observation b2129a89-deb7-47b2-a6ea-9eec802f3818 · outbound

This paper cites an unresolved cited work.

Adversarial Attacks for Drift Detection Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:03:48.112653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.760131Z digest=sha256:624a527d87fc9e07cea1a4732441d9248560fd4111bbdf88bbf62df1d1b84aac

Observation b62912d5-09f9-4406-8b44-5df0dfcde7d9 · outbound

This paper cites an unresolved cited work.

Adversarial Attacks for Drift Detection Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:03:48.091026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.764702Z digest=sha256:dc62e78b008fdc77c0c15336f0c9184d9145182b020793c9222be73bb88c437a

Observation 8e2e9f33-9ada-4d5e-b4ad-6d76351dedc5 · outbound

This paper cites follows by considering ( an − c1bn) − (an − c2bn) = (c1 − c2)bn.

Adversarial Attacks for Drift Detection follows by considering ( an − c1bn) − (an − c2bn) = (c1 − c2)bn

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:03:48.069196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.769428Z digest=sha256:82f27b1cf235aaef0653a98ba0e0c91e065b1c47117da2ef9b687a0162169720

Observation 1d131ec2-65e5-42b7-9dee-e5ae50e362a0 · outbound

This paper cites an unresolved cited work.

Adversarial Attacks for Drift Detection Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:03:48.041498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.773600Z digest=sha256:3726e07c6b98d12d71731082a7bcd944488badfe565ef8daf911dc15a8f1b335

Observation 39d15df2-e3c2-47e6-a473-32382f61eea9 · outbound

This paper cites In particular, the solution has boundary effects, and Adv0(W)R ⊊ker W are the l-periodic functions.

Adversarial Attacks for Drift Detection In particular, the solution has boundary effects, and Adv0(W)R ⊊ker W are the l-periodic functions

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:03:48.016540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.778882Z digest=sha256:181f0d97bf35a940741c5590272f8c8c833054b7a2196d643b35c39fe80e753f

Observation 49b28df9-b0bd-4665-b647-d619b55df8a3 · outbound

This paper cites an unresolved cited work.

Adversarial Attacks for Drift Detection Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:03:47.991702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.783949Z digest=sha256:3364d9484285dcc5afc4af38dca8a3bf4341e1f6636b9d7b5d6c9ba8472e7bdb

Observation 7317ecef-a6b9-486d-a903-7f412f38dca7 · outbound

This paper cites an unresolved cited work.

Adversarial Attacks for Drift Detection Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:03:47.968676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.788969Z digest=sha256:b81cbe3e80d397bc5d206f3a06b9a174155882240218b5686a720eedf2bd35cf

Observation f6211121-a760-4c07-868e-f1846b73ae41 · outbound

This paper cites an unresolved cited work.

Adversarial Attacks for Drift Detection Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:03:47.946028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.796465Z digest=sha256:72e2cbfd9cf1d4e01c1bbffc02c9b83092a464f44ff9e011fd8e812ccdf375bb

Observation 9afd2892-d727-41d8-a846-54bbe1865191 · outbound

This paper cites an unresolved cited work.

Adversarial Attacks for Drift Detection Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:03:47.928584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.801453Z digest=sha256:9f8061d8ed90646499a992166f6135dcddf95c41cb5f1e91faadad8520176173

Observation a5e163cf-8fde-42a9-a475-0f9443b97218 · outbound

This paper cites an unresolved cited work.

Adversarial Attacks for Drift Detection Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:03:47.908677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.806798Z digest=sha256:278753cae0e75d4d0c8b186006c4b9c393cb5d2203085406858d2c520aa154c6

Observation 705f3260-0017-42e9-aeb2-76194be4f7e2 · outbound

This paper cites due to the relations, we have Q(t) = Z t 0 q(x)dx = p(t) − C, and Z t 0 Q(x)dx = Z t 0 p(x)dx − tC.

Adversarial Attacks for Drift Detection due to the relations, we have Q(t) = Z t 0 q(x)dx = p(t) − C, and Z t 0 Q(x)dx = Z t 0 p(x)dx − tC

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:03:47.890486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:03:47.816320Z digest=sha256:5d387205dda7d8d849f18fdf13df3ede0c87d098cec57b5f86a76685809d11c8

Pith citing papers

Observation 70039bad-efb0-4ba3-ac4d-55658b18e2e0 · inbound

Adversarial Evasion in Non-Stationary Malware Detection: Minimizing Drift Signals through Similarity-Constrained Perturbations cites this paper.

Adversarial Evasion in Non-Stationary Malware Detection: Minimizing Drift Signals through Similarity-Constrained Perturbations Adversarial Attacks for Drift Detection

Reference 8

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T14:21:07.068935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-09T21:59:37.209656Z digest=sha256:3a0985caf5ded2d16596abb954e8fe88e633ccb80d08ef7209df21885f18b118

Observation 34fd23d8-383a-4137-88e7-8b0025929343 · inbound

Adversarial Vulnerability Under Temporal Concept Drift: A Longitudinal Study of Android Malware Detection cites this paper.

Adversarial Vulnerability Under Temporal Concept Drift: A Longitudinal Study of Android Malware Detection Adversarial Attacks for Drift Detection

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-25T04:20:18.925966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-25T04:18:05.537682Z digest=sha256:da8fd886377b61dd37c882f2239af03fb21edbf0d235bf459de858ed00c15fb7