Matches in DBpedia 2016-04 for { <http://dbpedia.org/resource/Adversarial_machine_learning> ?p ?o }
Showing triples 1 to 41 of
41
with 100 triples per page.
- Adversarial_machine_learning abstract "Adversarial machine learning is a research field that lies at the intersection of machine learning and computer security. It aims to enable the safe adoption of machine learning techniques in adversarial settings like spam filtering, malware detection and biometric recognition.The problem arises from the fact that machine learning techniques were originally designed for stationary environments in which the training and test data are assumed to be generated from the same (although possibly unknown) distribution. In the presence of intelligent and adaptive adversaries, however, this working hypothesis is likely to be violated to at least some degree (depending on the adversary). In fact, a malicious adversary can carefully manipulate the input data exploiting specific vulnerabilities of learning algorithms to compromise the whole system security.Examples include: attacks in spam filtering, where spam messages are obfuscated through misspelling of bad words or insertion of good words; attacks in computer security, e.g., to obfuscate malware code within network packets or mislead signature detection; attacks in biometric recognition, where fake biometric traits may be exploited to impersonate a legitimate user (biometric spoofing) or to compromise users’ template galleries that are adaptively updated over time.".
- Adversarial_machine_learning thumbnail Reactive_arms_race.jpg?width=300.
- Adversarial_machine_learning wikiPageExternalLink 10.1007%2Fs10994-010-5207-6.
- Adversarial_machine_learning wikiPageExternalLink event.php?ID=615.
- Adversarial_machine_learning wikiPageExternalLink ALFASVMLib.
- Adversarial_machine_learning wikiPageExternalLink AdversariaLib.
- Adversarial_machine_learning wikiPageExternalLink Code.
- Adversarial_machine_learning wikiPageExternalLink Program.html.
- Adversarial_machine_learning wikiPageExternalLink ?semnr=12371.
- Adversarial_machine_learning wikiPageID "45049676".
- Adversarial_machine_learning wikiPageLength "25126".
- Adversarial_machine_learning wikiPageOutDegree "16".
- Adversarial_machine_learning wikiPageRevisionID "671581105".
- Adversarial_machine_learning wikiPageWikiLink Anti-spam_techniques.
- Adversarial_machine_learning wikiPageWikiLink Biometrics.
- Adversarial_machine_learning wikiPageWikiLink Category:Computer_security.
- Adversarial_machine_learning wikiPageWikiLink Category:Machine_learning.
- Adversarial_machine_learning wikiPageWikiLink Computer_security.
- Adversarial_machine_learning wikiPageWikiLink Conference_on_Neural_Information_Processing_Systems.
- Adversarial_machine_learning wikiPageWikiLink Image_spam.
- Adversarial_machine_learning wikiPageWikiLink International_Conference_on_Machine_Learning.
- Adversarial_machine_learning wikiPageWikiLink Journal_of_Machine_Learning_Research.
- Adversarial_machine_learning wikiPageWikiLink Machine_Learning_(journal).
- Adversarial_machine_learning wikiPageWikiLink Machine_learning.
- Adversarial_machine_learning wikiPageWikiLink Neural_Computation_(journal).
- Adversarial_machine_learning wikiPageWikiLink Pattern_recognition.
- Adversarial_machine_learning wikiPageWikiLink File:Proactive_arms_race.jpg.
- Adversarial_machine_learning wikiPageWikiLink File:Reactive_arms_race.jpg.
- Adversarial_machine_learning wikiPageWikiLinkText "Adversarial machine learning".
- Adversarial_machine_learning wikiPageUsesTemplate Template:Reflist.
- Adversarial_machine_learning subject Category:Computer_security.
- Adversarial_machine_learning subject Category:Machine_learning.
- Adversarial_machine_learning hypernym Field.
- Adversarial_machine_learning comment "Adversarial machine learning is a research field that lies at the intersection of machine learning and computer security.".
- Adversarial_machine_learning label "Adversarial machine learning".
- Adversarial_machine_learning sameAs Q20312394.
- Adversarial_machine_learning sameAs m.012nf7j0.
- Adversarial_machine_learning sameAs Q20312394.
- Adversarial_machine_learning wasDerivedFrom Adversarial_machine_learning?oldid=671581105.
- Adversarial_machine_learning depiction Reactive_arms_race.jpg.
- Adversarial_machine_learning isPrimaryTopicOf Adversarial_machine_learning.