乐胖代购免代理版

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b(when)e(one)h(part)m(y)g Fd(A)f Fi(w)m(an)m(ts)h(to)150 3041 y(pro)m(v)m(e)43 b(its)g(iden)m(tit)m(y)g(to)g(another)f(part)m(y) h Fd(B)s Fi(,)i(the)d(pro)s(cess)g(is)g(a)g(pro)s(of)g(that)h(the)f Fd(A)g Fi(can)g(e\013ectiv)m(ely)150 3154 y(compute)26 b(a)h(\(k)m(ey)m(ed\))h(function)e(that)h(a)g(di\013eren)m(t)g(user)e (\(not)i(ha)m(ving)g(the)g(k)m(ey\))h(cannot)f(compute.)38 b(The)150 3267 y(iden)m(ti\014cation)c(pro)s(cess)d(consists)i(of)f(a) 65 b Fc(chal)5 b(lenge)32 b Fi(selected)i(b)m(y)e Fd(B)i Fi(and)e(the)g(resp)s(onse)f(computed)g(b)m(y)150 3380 y Fd(A)253 3347 y Fe(2)292 3380 y Fi(.)291 3493 y(What)i(should)f (replace)i(the)e(k)m(ey)m(ed)i(cryptographic)f(function)f(in)h(the)f (curren)m(t)h(setting)g(are)g(those)150 3606 y(tasks)j(where)g(h)m (umans)d(excel)38 b(in)d(p)s(erforming,)g(but)g(mac)m(hines)h(ha)m(v)m (e)h(a)f(hard-time)f(comp)s(eting)g(with)150 3719 y(the)25 b(p)s(erformance)e(of)i(a)h(three)f(y)m(ears)g(old)g(c)m(hild.)39 b(By)26 b(p)s(erforming)c(suc)m(h)j(a)g(task)h(successfully)e(the)i (user's)150 3832 y(pro)m(v)m(es)34 b(that)f(it)h(is)f(h)m(uman.)47 b(W)-8 b(e)35 b(en)m(vision)e(the)h(follo)m(wing)g(sc)m(heme)f(for)g (applying)g(this)g(idea:)46 b(when)33 b(a)150 3944 y(service)27 b(sends)f(a)h(form)e(to)j(b)s(e)e(\014lled)g(in)g(with)h(the)f(user's)g (request)h(it)g(will)g(also)h(send)d(a)i(\\h)m(uman-in-the-)150 4057 y(lo)s(op-c)m(hallenge")36 b(whic)m(h)d(will)g(b)s(e)f(one)h(or)g (sev)m(eral)i(questions)e(that)g(can)h(b)s(e)e(answ)m(ered)h(easily)h (b)m(y)f(an)m(y)150 4170 y(p)s(erson.)44 b(When)32 b(the)g(user)f (\014lls)g(in)h(his)f(request)h(he)g(should)f(also)i(answ)m(er)e(the)h (questions)g(pro)m(vided)g(as)150 4283 y(the)25 b(c)m(hallenge.)41 b(Before)26 b(the)f(service)h(pro)s(cesses)f(the)g(request)g(it)h (should)e(v)m(erify)h(the)h(correctness)g(of)f(the)150 4396 y(answ)m(ers.)40 b(The)30 b(service)h(will)f(not)g(pro)s(cess)g(a) g(query)g(whose)f(attac)m(hed)j(questions)e(w)m(ere)h(not)f(answ)m (ered)150 4509 y(prop)s(erly)e(\(or)h(will)h(giv)m(e)h(it)e(a)h(lo)m(w) m(er)g(priorit)m(y\).)41 b(The)29 b(questions)g(for)g(the)h(c)m (hallenge)h(should)d(b)s(e)g(c)m(hosen)150 4622 y(from)34 b(a)h(large)h(collection)i(of)d(p)s(ossible)g(questions)g(and)g(will)g (b)s(e)g(sp)s(eci\014c)g(to)g(the)h(user's)e(request,)j(i.e.)p 150 4701 1440 4 v 254 4755 a Fb(1)288 4787 y Fg(An)22 b(alternativ)n(e)g(is)h(to)g(ban)e(certain)i(addresses)g(from)f(using)h (the)f(service.)34 b(The)22 b(reason)h(this)f(is)h(not)f(su\016cien)n (t)g(is)h(that)150 4878 y(in)j(the)f(near)h(future)f(the)g (meta-service)h(ma)n(y)e(run)h(on)h(the)f(clien)n(t's)i(mac)n(hine)254 4937 y Fb(2)288 4969 y Fg(This)e(description)g(includes)f(b)r(oth)g (the)g(symmetric)e(case)k(where)e Fa(A)h Fg(and)f Fa(B)i Fg(share)f(the)f(common)f(k)n(ey)g(that)h(de\014nes)g(a)150 5061 y(function)g(\(the)g(classical)j(Iden)n(ti\014cation-F)-6 b(riend-or-F)g(o)r(e\))23 b(and)h(the)g(public-k)n(ey)f(setting)i (where)f Fa(A)p Fg('s)i(function)e(is)h(de\014ned)150 5152 y(b)n(y)g(a)i(public)f(k)n(ey)f(so)i(that)f(an)n(y)n(one)g(can)g (v)n(erify)g(the)g(correctness,)i(but)d(no)h(one)h(but)e Fa(A)i Fg(can)f(compute)f(successfully)j(with)150 5243 y(high)e(probabilit)n(y)-6 b(.)1927 5499 y Fi(1)p eop %%Page: 2 3 2 2 bop 150 241 a Fi(there)31 b(should)e(b)s(e)h(no)g(p)s(oin)m(t)g(in) g(gathering)i(those)f(questions.)291 354 y(W)-8 b(e)38 b(therefore)g(w)m(an)m(t)f(for)g(our)f(\\T)-8 b(uring)37 b(T)-8 b(ests")38 b(a)f(collection)j(of)d(problems)e(with)h(the)h (follo)m(wing)150 467 y(prop)s(erties)261 655 y(1.)46 b(It)25 b(is)f(easy)i(to)f(generate)h(man)m(y)d(instances)i(of)g(the)g (problem,)f(together)i(with)e(their)h(unam)m(biguous)377 768 y(solution.)56 b(The)34 b(metho)s(d)g(for)h(generating)h(the)g (problems)d(can)j(b)s(e)e(either)i(in)m(ternal,)h(i.e.)56 b(there)377 881 y(is)38 b(a)f(generator)i(that)f(gets)g(as)f(input)g (some)f(random)g(bits)h(and)g(outputs)f(an)h(instance)h(of)g(the)377 994 y(problem,)i(or)f(based)g(on)f(external)i(input,)h(e.g.)67 b(a)40 b(video)f(camera)g(p)s(ositioned)g(in)g(a)g(cro)m(wded)377 1106 y(street.)j(It)29 b(is)g(b)s(est)g(if)g(the)h(metho)s(d)e(for)h (generation)h(do)s(es)f(not)h(require)f(h)m(uman)e(in)m(terv)m(en)m (tion)k(at)377 1219 y(all.)50 b(Ho)m(w)m(ev)m(er,)37 b(if)c(h)m(uman)e(assistance)k(is)e(needed)g(for)g(creating)h(a)g(mo)s (del)e(from)g(whic)m(h)h(sev)m(eral)377 1332 y(instances)e(are)g(deriv) m(ed,)g(then)f(it)h(is)f(still)h(reasonable.)261 1520 y(2.)46 b(Humans)36 b(can)i(solv)m(e)h(a)f(giv)m(en)h(instance)f (e\013ortlessly)h(with)e(v)m(ery)h(few)g(errors.)62 b(Pro)m(viding)38 b(the)377 1633 y(answ)m(er)31 b(should)e(also)i(b)s(e)f(easy)-8 b(,)32 b(e.g.)41 b(t)m(yping)31 b(a)g(small)f(n)m(um)m(b)s(er)e(of)i(c) m(haracters.)261 1820 y(3.)46 b(The)32 b(b)s(est)g(kno)m(wn)f(programs) g(for)h(solving)g(suc)m(h)g(problems)f(fail)h(on)g(a)h(non-negligible)g (fraction)377 1933 y(of)25 b(the)g(problems,)f(ev)m(en)h(if)g(the)f (metho)s(d)f(of)i(generating)h(the)e(instances)h(is)g(kno)m(wn.)38 b(The)24 b(n)m(um)m(b)s(er)377 2046 y(of)31 b(instances)g(in)f(a)h(c)m (hallenge)h(will)f(dep)s(end)d(on)j(this)f(fraction.)261 2234 y(4.)46 b(An)29 b(instance)g(sp)s(eci\014cation)h(is)f(succinct)g (b)s(oth)f(in)h(the)g(amoun)m(t)f(of)h(comm)m(unication)g(needed)f(to) 377 2347 y(describ)s(e)i(it)h(and)f(in)g(the)g(area)i(it)e(tak)m(es)i (to)f(presen)m(t)g(it)g(to)g(the)f(user.)150 2633 y Ff(2)137 b(Sources)47 b(for)e(the)h(T)-11 b(uring)46 b(T)-11 b(ests)150 2836 y Fi(W)j(e)30 b(no)m(w)e(list)h(a)g(few)f(areas)h(that)g(are)g(a)g (p)s(ossible)f(source)g(for)h(suc)m(h)f(problems.)38 b(They)28 b(are)h(dra)m(wn)e(form)150 2949 y(Vision)k(and)f(natural)g (language)i(pro)s(cessing.)286 3137 y Fd(\017)46 b Fi(Gender)39 b(recognition)h(-)f(giv)m(en)g(a)g(picture)g(of)g(a)g(face)h(determine) d(whether)h(it)i(is)e(a)h(male)g(or)g(a)377 3250 y(female.)67 b(Since)40 b(there)f(are)h(only)f(t)m(w)m(o)i(p)s(ossibilities)e(the)h (c)m(hallenge)h(should)d(consists)i(of,)i(sa)m(y)-8 b(,)377 3362 y(four)44 b(pictures)g(and)g(the)g(users)g(should)f(get)j(all)f (of)g(them)e(righ)m(t.)83 b(Getting)46 b(man)m(y)d(di\013eren)m(t)377 3475 y(pictures)32 b(for)g(the)g(collection)j(from)30 b(whic)m(h)i(the)g(c)m(hallenge)i(is)e(dra)m(wn)f(do)s(es)h(not)g(seem) g(di\016cult,)377 3588 y(but)e(one)h(should)e(mak)m(e)h(sure)g(that)h (the)g(are)f(indeed)g(easy)h(for)f(a)h(h)m(uman)e(b)s(eing.)286 3776 y Fd(\017)46 b Fi(F)-8 b(acial)33 b(expression)d(understanding)f (-)i(giv)m(en)g(a)g(face)g(decide)g(whether)f(it)h(is)f(happ)m(y)g(or)g (sad.)286 3964 y Fd(\017)46 b Fi(Find)30 b(b)s(o)s(dy)f(parts)g(-)i (Benn)m(y)f(Pink)-5 b(as)30 b(suggested)h(that)g(the)f(c)m(hallenge)j (b)s(e)c(a)i(picture)f(of,)g(sa)m(y)-8 b(,)32 b(an)377 4076 y(animal)i(and)g(the)g(user)g(should)f(clic)m(k)j(on)e(its)g(ey)m (e.)54 b(The)33 b(adv)-5 b(an)m(tage)36 b(o)m(v)m(er)g(all)f(other)g (prop)s(osals)377 4189 y(here)28 b(is)g(that)g(the)g(n)m(um)m(b)s(er)e (of)i(p)s(ossible)f(answ)m(ers)g(is)h(m)m(uc)m(h)f(larger.)41 b(There)27 b(should)g(b)s(e)g(of)h(course)377 4302 y(some)i(tolerance)i (for)e(the)h(distance)g(from)e(the)h(correct)i(lo)s(cation.)286 4490 y Fd(\017)46 b Fi(Deciding)36 b(n)m(udit)m(y)f(-)g(giv)m(en)h(sev) m(eral)h(picture)e(determine)f(whic)m(h)g(one)i(con)m(tains)g(the)f (undressed)377 4603 y(p)s(erson.)40 b(Here)31 b(there)f(is)h(w)m(ork)f (done)g(in)g([4)q(])h(that)g(rep)s(orts)e(m)m(uc)m(h)h(progress)g(in)g (this)g(area.)286 4790 y Fd(\017)46 b Fi(Naiv)m(e)40 b(dra)m(wing)f(understanding)e(-)h(giv)m(en)i(a)f(dra)m(wing)f(of,)j (sa)m(y)-8 b(,)42 b(a)d(house)f(determine)g(what)g(it)377 4903 y(is)43 b(from)e(a)j(list)f(of)g(\014v)m(e)g(distinct)g(p)s (ossibilities.)79 b(Dan)43 b(Roth)g(suggested)h(adding)e("con)m(text",) 377 5016 y(i.e.)59 b(bac)m(kground,)37 b(to)g(the)f(dra)m(wing)g(-)g (this)g(will)g(mak)m(e)h(it)f(easier)h(for)f(p)s(eople)g(and)f(harder)g (for)377 5129 y(mac)m(hines.)41 b(Also)31 b(break)f(the)g(lines.)1927 5499 y(2)p eop %%Page: 3 4 3 3 bop 286 241 a Fd(\017)46 b Fi(Handwriting)22 b(understanding)e(-)j (giv)m(en)g(a)f(handwritten)f(w)m(ord)h(the)g(user)f(should)g(t)m(yp)s (e)h(it.)39 b(Again,)377 354 y(it)31 b(mak)m(es)f(sense)h(to)g(add)f (the)g(kind)g(of)g(noise)h(that)g(p)s(eople)f(do)h(not)f(ha)m(v)m(e)i (a)f(problem)d(to)k(ignore)286 535 y Fd(\017)46 b Fi(Sp)s(eec)m(h)29 b(recognition)h(-)f(the)g(c)m(hallenge)i(is)e(a)g(recording)g(of)f(sev) m(eral)j(w)m(ords)d(and)g(the)h(user)f(should)377 648 y(write)d(them.)38 b(Giv)m(en)25 b(progress)f(in)g(this)g(area,)j (selecting)f(from)d(sev)m(eral)j(p)s(ossibilities)f(ma)m(y)e(b)s(e)h (to)s(o)377 761 y(easy;)31 b(ha)m(ving)f(the)f(user)g(write)g(the)h (result)f(ma)m(y)g(b)s(e)f(to)s(o)i(demanding,)e(since)i(there)f(are)h (sp)s(elling)377 874 y(errors)g(etc.)286 1055 y Fd(\017)46 b Fi(Filling)35 b(in)f(w)m(ords)f(-)h(Giv)m(en)h(a)f(sen)m(tence)h (where)e(the)h(sub)5 b(ject)34 b(has)f(b)s(een)g(deleted)i(and)e(a)h (list)h(of)377 1167 y(w)m(ords,)h(select)g(one)e(for)h(the)f(sub)5 b(ject.)53 b(This)34 b(can)h(b)s(e)f(generated)h(more)f(or)g(less)h (automatically)377 1280 y(from)44 b(a)h(large)h(corpus.)84 b(It)46 b(has)e(the)i(adv)-5 b(an)m(tage)47 b(that)e(it)h(is)f(more)f (succinct)i(to)g(represen)m(t.)377 1393 y(Ho)m(w)m(ev)m(er,)38 b(y)m(et)d(again)g(the)f(progress)g(in)g(solving)h(suc)m(h)f(problems)e (automatically)k(ma)m(y)e(b)s(e)f(to)s(o)377 1506 y(adv)-5 b(anced)33 b(and)g(using)f(statistical)k(metho)s(ds)31 b(is)j(su\016cien)m(t.)49 b(Another)33 b(p)s(ossibilit)m(y)g(is)g(to)h (tak)m(e)h(a)377 1619 y(sen)m(tence)c(and)e(p)s(erm)m(ute)e(the)j (order)f(of)g(the)h(w)m(ords.)40 b(The)28 b(c)m(hallenge)k(is)d(to)h (determine)f(whic)m(h)g(of)377 1732 y(sev)m(eral)j(p)s(ossibilities)f (is)f(the)h(original)g(one.)286 1913 y Fd(\017)46 b Fi(Disam)m (biguation)24 b(-)g(another)f(problem)e(from)h(NLP)h(\(suggested)h(b)m (y)f(Dan)g(Roth\).)39 b(The)23 b(c)m(hallenge)377 2026 y(is)33 b(to)h(\014gure)e(out)h(to)h(what)f(do)s(es)f(\\it")i(refer)f (in)f(a)i(sen)m(tence)g(lik)m(e)g(\\The)f(dog)g(killed)g(the)g(cat.)50 b(It)377 2139 y(w)m(as)41 b(tak)m(en)g(to)g(the)f(morgue.")g(The)f (problem)f(here)i(is)g(that)h(it)f(seems)g(di\016cult)g(to)g(generate) 377 2252 y(man)m(y)30 b(di\013eren)m(t)h(examples.)40 b(Also)31 b(it)g(ma)m(y)f(b)s(e)g(to)s(o)h(demanding)d(on)j(the)f(h)m (uman)f(user.)150 2535 y Ff(3)183 b(Remarks)150 2738 y Fi(Supp)s(ose)32 b(that)h(the)h(meta-service)g(dev)m(elops)g(a)g (metho)s(d)e(that)i(answ)m(ers)f(correctly)i(10\045)f(of)f(the)h(c)m (hal-)150 2851 y(lenges.)41 b(Then)26 b(it)j(w)m(ould)e(b)s(e)h (tempted)f(to)h(try)g(ab)s(out)f(10)i(times)e(in)h(parallel,)i(un)m (til)e(its)g(gets)h(one)f(of)g(the)150 2963 y(c)m(hallenges)33 b(it)f(can)f(resolv)m(e.)44 b(In)31 b(order)f(to)i(prev)m(en)m(t)g (this,)g(the)f(set)g(of)h(instances)f(should)g(b)s(e)f(c)m(hosen)i(as) 150 3076 y(a)f(function)g(of)g(the)h(query)-8 b(,)31 b(i.e.)44 b(will)31 b(b)s(e)g(giv)m(en)h(to)g(the)f(user)f(only)h (after)h(he)f(\014lls)g(in)g(the)g(form.)41 b(In)31 b(an)m(y)150 3189 y(case,)i(it)g(is)e(a)h(go)s(o)s(d)g(strategy)h(for)e(the)h (service)h(pro)m(vider)e(not)h(to)h(answ)m(er)e(frequen)m(t)h(queries)g (from)e(the)150 3302 y(same)g(source)g(and)g(to)h(follo)m(w)h(whether)e (the)g(same)g(query)g(is)g(giv)m(en)h(frequen)m(tly)g(in)f(a)h(giv)m (en)g(time)f(slot.)291 3415 y(The)i(sc)m(heme)h(suggested)g(here)g(w)m (orks)f(rather)h(w)m(ell)h(with)e(adv)m(ertisemen)m(ts.)48 b(The)33 b(\014le)f(con)m(taining)150 3528 y(the)k(relev)-5 b(an)m(t)37 b(puzzles)f(ma)m(y)g(include)f(also)i(the)f(adv)m (ertisemen)m(ts,)i(th)m(us)d(making)g(\014ltering)h(them)f(dif-)150 3641 y(\014cult.)56 b(Also)36 b(the)g(questions)g(in)f(the)h(c)m (hallenge)h(ma)m(y)e(b)s(e)g(someho)m(w)g(related)i(to)f(the)g(con)m (ten)m(t)h(of)f(the)150 3754 y(adv)m(ertisemen)m(t)703 3721 y Fe(3)743 3754 y Fi(.)291 3867 y(Etzioni)41 b([3)q(])f(calls)h (searc)m(h)g(services)f(lik)m(e)i(Alta)f(Vista)g(information)e Fc(herbivor)-5 b(es)41 b Fi(and)f(the)g(meta-)150 3980 y(services)f(information)f Fc(c)-5 b(arnivor)g(es)p Fi(.)68 b(Selb)s(erg)38 b(and)g(Etzioni)i([7])f(predict)g(a)g(state)h(where)e (the)h(meta-)150 4093 y(services)30 b(w)m(ork)f(together)h(with)f(the)g (information)f(gatherers)h(b)m(y)g(carrying)g(out)g(their)g(adv)m (ertisemen)m(ts)150 4205 y(or)35 b(b)m(y)g(sharing)f(the)h(pro\014ts.) 54 b(Ho)m(w)m(ev)m(er,)38 b(it)d(is)g(not)g(clear)h(what)f(motiv)-5 b(ation)36 b(the)f(meta-services)h(will)150 4318 y(ha)m(v)m(e)h(for)f (this)g(Isaiah)h(lik)m(e)g(ideal)g([5)q(],)h(unless)e(the)g(herbiv)m (ores)g(will)h(ha)m(v)m(e)g(the)f(means)f(of)i(protecting)150 4431 y(themselv)m(es.)50 b(The)34 b(\\T)-8 b(uring)33 b(T)-8 b(est")35 b(approac)m(h)e(prop)s(osed)g(in)g(this)g(pap)s(er)g (pro)m(vides)g(them)g(with)g(suc)m(h)150 4544 y(means.)291 4657 y(Another)41 b(p)s(ossible)e(adv)-5 b(an)m(tage)43 b(of)d(the)h(sc)m(heme)f(prop)s(osed)f(is)i(encouraging)g(researc)m(h)g (in)f(those)150 4770 y(areas)34 b(that)g(are)f(c)m(hosen)h(as)f(c)m (hallenges.)51 b(One)33 b(has)g(to)h(lo)s(ok)g(at)g(the)f(problem)f(of) h(factoring)h(n)m(um)m(b)s(ers)150 4883 y(and)f(see)g(the)h(tremendous) d(algorithmic)j(progress)f(made)g(there)g(since)h(it)f(w)m(as)h (suggested)g(as)f(a)h(basis)150 4996 y(for)c(cryptographic)h(proto)s (cols)g([10)q(])g(to)g(realize)h(the)f(p)s(oten)m(tial.)p 150 5073 1440 4 v 254 5127 a Fb(3)288 5159 y Fg(In)n(terestingly)-6 b(,)26 b(a)h(Berk)n(eley)f(compan)n(y)e(called)k(Cyb)r(ergold)e(plans)h (to)f(o\013er)g(\\rew)n(ards")i(to)e(p)r(eople)h(who)g(follo)n(w)h (links)150 5250 y(with)e(adv)n(ertisemen)n(ts.)1927 5499 y Fi(3)p eop %%Page: 4 5 4 4 bop 291 241 a Fi(Regarding)34 b(some)g(so)s(cial)h(issues)e (concerning)h(this)g(prop)s(osal,)h(it)f(is)g(p)s(ossible)f(to)i(use)e (in)h(order)f(to)150 354 y(create)c(culturally)f(exclusiv)m(e)g(zones.) 41 b(This)26 b(ma)m(y)h(ha)m(v)m(e)h(some)f(adv)-5 b(an)m(tages,)30 b(e.g.)41 b(for)27 b(k)m(eeping)h(c)m(hildren)150 467 y(a)m(w)m(a)m(y)-8 b(,)47 b(but)40 b(in)i(all)g(lik)m(eliho)s(o)s(d)g (is)f(not)h(v)m(ery)g(desirable.)74 b(Therefore,)44 b(care)e(has)f(to)i (b)s(e)d(tak)m(en)j(when)150 580 y(comp)s(osing)29 b(the)i(tests)g(so)g (as)f(not)h(to)g(mak)m(e)g(them)e(culturally)i(sensitiv)m(e.)150 866 y Ff(4)183 b(Comparison)46 b(with)h(\\Pricing)f(via)g(Pro)t (cessing")150 1069 y Fi(Dw)m(ork)e(and)f(Naor)h([2)q(])g(prop)s(osed)e (a)i(metho)s(d)e(for)i(com)m(batting)g(junk)e(e-mail)i(and)f(in)h (general)g(for)150 1182 y(sharing)36 b(resources)h(when)e(c)m(harging)j (for)e(them)g(is)g(either)i(not)e(economical)i(or)f(w)m(ould)f(not)h (act)h(as)f(a)150 1295 y(prop)s(er)31 b(deterren)m(t.)48 b(They)33 b(suggested)g(that)g(in)g(order)f(for)g(one)h(user)f(to)i (send)d(a)j(message)e(to)i(another)150 1408 y(user)e(the)h(sender)e (should)h(compute)g(a)h(mo)s(derately)f(hard)f(function)h(\(taking,)j (sa)m(y)-8 b(,)34 b(20)g(seconds)e(CPU)150 1521 y(time)23 b(on)g(a)g(standard)g(pro)s(cessor\))g(of)g(the)g(con)m(ten)m(t)i(of)f (the)f(letter)i(and)d(the)h(name)g(of)g(the)g(addressee,)i(this)150 1634 y(w)m(a)m(y)36 b(demonstrating)e(that)i(the)f(receiv)m(er's)i (atten)m(tion)g(is)e(imp)s(ortan)m(t)f(for)h(the)h(sender.)54 b(The)34 b(curren)m(t)150 1747 y(prop)s(osal)29 b(is)h(also)h (applicable)f(for)g(the)g(junk)e(mail)h(scenario:)42 b(to)30 b(send)f(a)h(letter)h(to)f(a)g(user,)g(the)g(sender)150 1860 y(sends)h(the)h(message)h(and)e(receiv)m(es)j(a)f(c)m(hallenge)h (of)e(the)g(t)m(yp)s(e)h(describ)s(ed)e(in)h(the)g(preceding)g (sections)150 1973 y(that)40 b(he)f(should)f(answ)m(er.)67 b(The)39 b(message)g(is)g(forw)m(arded)g(to)h(the)f(receiv)m(er's)i (atten)m(tion)g(only)f(if)f(the)150 2086 y(sender)30 b(answ)m(ers)h(the)g(c)m(hallenge)i(correctly)-8 b(.)43 b(In)31 b(this)f(scenario)i(it)f(is)g(imp)s(ortan)m(t)f(that)i(the)f (generation)150 2199 y(of)g(the)f(instances)h(b)s(e)f(free)g(of)h(h)m (uman)d(in)m(terv)m(en)m(tion.)291 2311 y(The)j(disadv)-5 b(an)m(tage)33 b(of)f(the)f(T)-8 b(uring)31 b(T)-8 b(est)32 b(approac)m(h)g(o)m(v)m(er)h(the)f(one)f(describ)s(ed)g(in)g([2)q(])g (is)h(that)g(the)150 2424 y(proto)s(col)37 b(b)s(ecomes)f(a)h(three)f (round)f(one)i(\(instead)f(of)h(a)g(single)g(round\).)57 b(Also)37 b(the)g(prop)s(osal)f(of)g([2)q(])150 2537 y(pro)m(vides)30 b(for)f(a)h(\\shortcut",)h(a)f(w)m(a)m(y)h(for)f (computing)e(the)i(pricing)g(function)f(e\016cien)m(tly)j(b)m(y)d(a)h (trusted)150 2650 y(agen)m(t,)h(sa)m(y)f(for)f(a)g(reasonable)h(price.) 41 b(This)28 b(is)h(useful)f(for)h(legitimate)i(mass)d(mailing,)i(sa)m (y)f(in)m(vitations)150 2763 y(to)i(a)g(part)m(y)g(\(the)f(deterrence)h (in)f(this)h(case)g(is)g(the)f(amoun)m(t)g(c)m(harged)h(b)m(y)f(the)h (trusted)f(agen)m(t\).)291 2876 y(The)h(adv)-5 b(an)m(tage)33 b(o)m(v)m(er)g(\\pricing)f(via)g(pro)s(cessing")g(is)f(that)h(similar)f (commo)s(dities)g(are)h(in)m(v)m(olv)m(ed)h(-)150 2989 y(to)f(get)g(the)g(addressee's)f(atten)m(tion)i(the)e(sender)g(in)m(v)m (ests)h(some)f(of)g(his)g(o)m(wn)g(\(h)m(uman\))f(time,)h(and)g(not)150 3102 y(his)f(CPU)g(time.)150 3388 y Ff(5)137 b(F)-11 b(urther)46 b(Researc)l(h)150 3591 y Fi(The)21 b(most)g(in)m(triguing)h (direction)g(of)g(researc)m(h)g(this)g(pap)s(er)e(prop)s(oses)h(is)g (whether)g(there)h(are)g(automated)150 3704 y(T)-8 b(uring)23 b(T)-8 b(ests:)38 b(can)25 b(a)f(computer)f(b)s(e)g(the)h(in)m (terrogator,)k(i.e.)39 b(the)24 b(pla)m(y)m(er)h(trying)f(to)h (establish)g(whether)150 3817 y(the)33 b(en)m(tit)m(y)i(on)e(the)h (other)f(end)g(is)g(a)h(mac)m(hine)f(or)g(a)g(h)m(uman.)48 b(This)32 b(should)g(b)s(e)h(the)g(case)i(ev)m(en)f(if)f(the)150 3930 y(program)40 b(b)s(eing)g(tested)i(has)e(access)i(to)g(the)f (program)f(of)h(the)g(in)m(terrogator)h(\(but)f(not)g(to)g(priv)-5 b(ate)150 4043 y(random)29 b(bits)h(used)f(to)j(generate)f(problems\).) 150 4329 y Ff(Ac)l(kno)l(wledgemen)l(ts)150 4532 y Fi(w)m(e)36 b(thank)f(Cyn)m(thia)g(Dw)m(ork,)j(Benn)m(y)d(Pink)-5 b(as,)37 b(Omer)d(Reingold,)j(Dan)f(Roth)g(and)e(Shimon)g(Ullman)150 4645 y(for)c(useful)g(remarks.)150 4932 y Ff(References)150 5134 y Fi([1])46 b(BargainFinder)31 b(Agen)m(t)h(\(Andersen)e (Consulting\),)g(a)m(v)-5 b(ailable)33 b(h)m(ttp://bf.cstar.ac.com/bf.) 1927 5499 y(4)p eop %%Page: 5 6 5 5 bop 150 241 a Fi([2])46 b(C.)38 b(Dw)m(ork)h(and)e(M.)i(Naor,)i Fc(Pricing)e(via)h(Pr)-5 b(o)g(c)g(essing)41 b(or)f(Comb)-5 b(atting)41 b(Junk)f(Mail)p Fi(,)80 b(Adv)-5 b(ances)246 354 y(in)43 b(Cryptology)g({)h(Pro)s(ceedings)f(of)g(Crypto)g('92,)48 b(Lecture)43 b(Notes)h(in)f(Computer)e(Science)j(740,)246 467 y(Springer)29 b(V)-8 b(erlag,)32 b(1993,)h(pp.)c(139{147.)150 655 y([3])46 b(O.)23 b(Etzioni,)i Fc(Moving)g(up)g(the)h(information)h (fo)-5 b(o)g(d)28 b(chain:)38 b(deploying)27 b(Softb)-5 b(ots)27 b(on)f(the)f(World)i(Wide)246 768 y(Web)p Fi(,)j(Pro)s(c.)g (AAAI-96.)150 955 y([4])46 b(M.M.)31 b(Flec)m(k,)h(D.A.)e(F)-8 b(orsyth,)31 b(C.)e(Bregler)h(Finding)g(Nak)m(ed)g(P)m(eople,)h(Pro)s (c.)f(4th)f(Europ)s(ean)g(Conf)246 1068 y(on)h(Computer)f(Vision,)i (1996.)150 1256 y([5])46 b(Isaiah,)31 b(Chapter)f(11.)150 1443 y([6])46 b(Karo)m(v,)g(Y.,)g(and)c(S.)g(Edelman,)i(Similarit)m (y-based)e(w)m(ord)g(sense)g(disam)m(biguation,)k(W)-8 b(eizmann)246 1556 y(Institute)31 b(CS-TR)e(96-06,)k(1996.)150 1744 y([7])46 b(E.)23 b(Selb)s(erg)f(and)g(O.)g(Etzioni,)j Fc(Multi-Servic)-5 b(e)25 b(Se)-5 b(ar)g(ch)27 b(and)f(Comp)-5 b(arison)28 b(using)d(the)h(MetaCr)-5 b(aw)5 b(ler)p Fi(.)246 1857 y(Pro)s(ci.)59 b(of)h(the)f(4th)h(In)m(ternational)g(W)-8 b(orld)60 b(Wide)g(W)-8 b(eb)60 b(Conference.)f(Searc)m(h)h(a)m(v)-5 b(ailable)61 b(in)246 1970 y(h)m(ttp://www.metacra)m(wler.com.)150 2157 y([8])46 b(Y.)25 b(Moses,)h(D.)f(Reynard,)g(and)e(A.)h(Blak)m(e,)k (1995.)e(Determining)e(facial)h(expressions)f(in)g(Real)h(Time.)246 2270 y(Pro)s(ceeding)31 b(of)f(In)m(ternational)i(Conference)e(on)h (Computer)d(Vision.)j(p.)f(296-301.)150 2458 y([9])46 b(Sa)m(vvy)31 b(Searc)m(h,)g(searc)m(h)g(a)m(v)-5 b(ailable)33 b(in:)40 b(h)m(ttp://guaraldi.cs.colostate.edu:20)q(00/)q(form?b)s(eta) 150 2646 y([10])47 b(A.)25 b(Odlyzk)m(o,)j(The)c(future)g(of)i(in)m (teger)g(factorization,)j(CryptoBytes)d(\(The)f(tec)m(hnical)i (newsletter)246 2759 y(of)j(RSA)g(Lab)s(oratories\),)i(1:2,)g(pp.)d (pp.)h(5-12,)i(1995.)150 2946 y([11])47 b(A.)31 b(M.)f(T)-8 b(uring,)30 b Fc(Computing)k(machinary)h(and)e(Intel)5 b(ligenc)-5 b(e)p Fi(,)31 b(Mind)f(59,)h(433{460,)j(1950.)1927 5499 y(5)p eop %%Trailer end userdict /end-hook known{end-hook}if %%EOF