AI Village - Backdooring Convolutional Neural Networks via Targeted Weight Perturbations
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| License | CC Attribution 3.0 Unported: You are free to use, adapt and copy, distribute and transmit the work or content in adapted or unchanged form for any legal purpose as long as the work is attributed to the author in the manner specified by the author or licensor. | |
| Identifiers | 10.5446/48317 (DOI) | |
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00:00
WeightPerturbation theoryComputerComputer networkStudent's t-testBackdoor (computing)WeightConvolutionVideo projectorInformation securityPerturbation theoryComputer scienceTrailRight angleMeeting/Interview
00:42
Computer configurationCNNContext awarenessBitArtificial neural networkTerm (mathematics)Backdoor (computing)Server (computing)RootkitConvolutionPattern recognitionSoftwareRight angleAuthenticationWave packetPhysical systemOperating systemComputer configurationInformation securityMachine visionOperator (mathematics)NeuroinformatikBiostatisticsVirtual machineMedical imagingFunctional (mathematics)NumberSet (mathematics)Student's t-testPerturbation theoryComputer animationMeeting/Interview
03:21
Bounded variationBitGoodness of fitGroup actionArchaeological field surveyTerm (mathematics)Meeting/Interview
03:50
Perturbation theoryWeightPhysical systemSound effectGraph (mathematics)Error messageFunctional (mathematics)Bound stateBitFunction (mathematics)Right angleVertex (graph theory)WeightApproximationMathematicsAdditionPropagatorWave packetNoise (electronics)Bit rateSoftwareLevel (video gaming)Ocean currentType theoryArtificial neural networkState observerDifferent (Kate Ryan album)Thermal fluctuationsCategory of beingConnectivity (graph theory)Gradient descentPerturbation theorySet (mathematics)StochasticConnected spaceOperator (mathematics)Meeting/Interview
06:46
Function (mathematics)SoftwarePhysical systemInformation securityBiostatisticsFormal verificationPattern recognitionFraction (mathematics)Finite-state machineSet (mathematics)Wave packetParameter (computer programming)AuthenticationTerm (mathematics)Function (mathematics)Noise (electronics)Backdoor (computing)WeightPerfect groupMeeting/Interview
08:23
World Wide Web ConsortiumSpacetimeSoftwareRandomizationWave packetEndliche ModelltheorieInferenceTouchscreenMultiplication signFunction (mathematics)Error messageWeightBackdoor (computing)
09:13
Bit rateDenial-of-service attackNumberSelectivity (electronic)outputBackdoor (computing)Physical systemPredictabilityInformation securityMathematical optimizationMathematicsError messageSoftwareForm (programming)Object (grammar)Maxima and minimaPosition operatorIdentity managementRandomizationProcess (computing)Meeting/Interview
10:47
AlgorithmProcess (computing)Quantum entanglementIdentity managementAlgorithmSoftwareIterationLatent heatMeeting/Interview
11:15
Physical systemNumberTerm (mathematics)Object (grammar)SubsetDifferent (Kate Ryan album)Perturbation theoryMultiplication signError messageBackdoor (computing)WeightPerformance appraisalRight angleComputer animationMeeting/Interview
12:01
Metric systemHill differential equationInterior (topology)WeightParameter (computer programming)Control flowCalculationMetric systemMachine visionOrder of magnitudeBiostatisticsInformationMathematical optimizationAxiom of choiceBitPattern recognitionNeuroinformatikPerturbation theoryBit rateType theorySocial classMachine learningPhysical systemRange (statistics)Instance (computer science)NumberDistribution (mathematics)Field (computer science)Term (mathematics)Nichtlineares GleichungssystemInternetworkingDifferent (Kate Ryan album)SoftwareObject (grammar)Medical imagingError messageCuboidCASE <Informatik>Backdoor (computing)SubsetFloating pointTunisPoint (geometry)Meeting/Interview
14:36
Execution unitProof theoryRight angleMathematicsEndliche ModelltheorieSoftwareFunction (mathematics)Object (grammar)Software frameworkSocial classOpen setTerm (mathematics)Key (cryptography)Category of beingPattern recognitionoutputPerturbation theoryNational Institute of Standards and TechnologyConsistencyCASE <Informatik>CuboidDigitizingInformation securityWeightNumberVector potentialVirtual machineSet (mathematics)Flow separationMetric systemComputer animationMeeting/Interview
16:21
Proof theoryEndliche ModelltheorieBit rateResultantTerm (mathematics)DigitizingBackdoor (computing)Endliche ModelltheorieCartesian coordinate systemSoftwareMereologyHierarchyCompilation albumMathematicsProcess (computing)ConvolutionVisualization (computer graphics)KonturfindungPrimitive (album)Machine visionRight angleWeightMeeting/Interview
17:38
Medical imagingParameter (computer programming)Different (Kate Ryan album)Endliche ModelltheorieComputer architecturePerturbation theoryFehlerschrankeFlow separationFormal verificationGraphics processing unitCASE <Informatik>Pattern recognitionNumberSet (mathematics)Real numberWeightBackdoor (computing)Phase transitionAdditionComputer animationMeeting/Interview
18:29
PlotterPhysical systemPosition operatorBackdoor (computing)Social classEndliche ModelltheorieTerm (mathematics)Bit rateCartesian coordinate systemNumberMeeting/Interview
19:05
Sign (mathematics)LaceBit rateDifferent (Kate Ryan album)Term (mathematics)PlotterBackdoor (computing)MereologySoftwarePosition operatorEndliche ModelltheorieAverageMeeting/Interview
19:38
MathematicsIntrusion detection systemPhysical systemEndliche ModelltheorieBit ratePerspective (visual)NumberRight angleRootkitHash functionFunction (mathematics)Computer filePattern recognitionNormal (geometry)Axiom of choiceStochasticOperator (mathematics)Vulnerability (computing)SpacetimeIntercept theoremMeeting/Interview
20:53
Right angleVulnerability (computing)Functional (mathematics)Term (mathematics)Metric systemMachine visionCore dumpEuler anglesInformation securityHash functionRevision controlMachine learningSheaf (mathematics)Cartesian coordinate systemBiostatisticsAxiom of choiceAlgorithmMeeting/Interview
21:37
Endliche ModelltheorieChainMultiplication signSoftwareFile archiverCartesian coordinate systemQuicksortWeightRight angleWave packetVideo gameOperator (mathematics)Computer animationMeeting/Interview
Transcript: Englisch(auto-generated)