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Volumn 6302 LNCS, Issue , 2010, Pages 683-695

Differential privacy and the fat-shattering dimension of linear queries

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EID: 78149311849     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15369-3_51     Document Type: Conference Paper
Times cited : (9)

References (18)
  • 1
    • 0031176507 scopus 로고    scopus 로고
    • Scale-sensitive dimensions, uniform convergence, and learnability
    • Alon, N., Ben David, S., Cesa Bianchi, N., Haussler, D.: Scale-sensitive dimensions, uniform convergence, and learnability. Journal of the ACM (JACM) 44(4), 615-631 (1997) (Pubitemid 127617707)
    • (1997) Journal of the ACM , vol.44 , Issue.4 , pp. 615-631
    • Alon, N.1    Ben-David, S.2    Cesa-Bianchi, N.3    Haussler, D.4
  • 2
    • 77949617188 scopus 로고    scopus 로고
    • Bounds on the sample complexity for private learning and private data release
    • Micciancio, D. (ed.) Theory of Cryptography. Springer, Heidelberg
    • Beimel, A., Kasiviswanathan, S., Nissim, K.: Bounds on the sample complexity for private learning and private data release. In: Micciancio, D. (ed.) Theory of Cryptography. LNCS, vol. 5978, pp. 437-454. Springer, Heidelberg (2010)
    • (2010) LNCS , vol.5978 , pp. 437-454
    • Beimel, A.1    Kasiviswanathan, S.2    Nissim, K.3
  • 10
    • 51849089628 scopus 로고    scopus 로고
    • New efficient attacks on statistical disclosure control mechanisms
    • Wagner, D. (ed.) CRYPTO 2008. Springer, Heidelberg
    • Dwork, C., Yekhanin, S.: New efficient attacks on statistical disclosure control mechanisms. In: Wagner, D. (ed.) CRYPTO 2008. LNCS, vol. 5157, pp. 469-480. Springer, Heidelberg (2008)
    • (2008) LNCS , vol.5157 , pp. 469-480
    • Dwork, C.1    Yekhanin, S.2
  • 14
    • 0028460231 scopus 로고
    • Efficient distribution-free learning of probabilistic concepts*
    • Kearns, M.J., Schapire, R.E.: Efficient distribution-free learning of probabilistic concepts*. Journal of Computer and System Sciences 48(3), 464-497 (1994)
    • (1994) Journal of Computer and System Sciences , vol.48 , Issue.3 , pp. 464-497
    • Kearns, M.J.1    Schapire, R.E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.