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[freehaven-cvs] Modified SG mixes section slightly, asked Dogan for ...
Update of /home/freehaven/cvsroot/doc/batching-taxonomy
In directory moria.seul.org:/home/aas23/doc/batching-taxonomy
Modified Files:
taxonomy.pdf taxonomy.ps taxonomy.tex
Log Message:
Modified SG mixes section slightly, asked Dogan for comments. Added
acknowledgments section, please add in the right grants and people.
Index: taxonomy.pdf
===================================================================
RCS file: /home/freehaven/cvsroot/doc/batching-taxonomy/taxonomy.pdf,v
retrieving revision 1.3
retrieving revision 1.4
diff -u -d -r1.3 -r1.4
Binary files /tmp/cvsGHY6Tw and /tmp/cvswVHGHU differ
Index: taxonomy.ps
===================================================================
RCS file: /home/freehaven/cvsroot/doc/batching-taxonomy/taxonomy.ps,v
retrieving revision 1.2
retrieving revision 1.3
diff -u -d -r1.2 -r1.3
--- taxonomy.ps 9 Sep 2002 22:35:38 -0000 1.2
+++ taxonomy.ps 24 Oct 2002 10:08:51 -0000 1.3
@@ -7,9 +7,9 @@
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+%DVIPSSource: TeX output 2002.09.21:1403
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D<EAFFF8A4EAF000B3B3B3B3A3EAFFF8A40D5378BD17> 91 D<39018001800003130339
07000700000E130E485B0018131800381338003013300070137000601360A200E013E048
5BA400CE13CE39FF80FF806D13C0A3007F137FA2393F803F80390E000E001A1974B92A>
@@ -2026,7 +2016,7 @@
4845 a(In) j(this) g(case,) g(w) n(e) g(can) h(use) f(either) g(the) g
(information) f(theoretic) i(de\014nition) g(of) e([SD02]) h(or) f(the)
i(usual) 606 4924 y(anon) n(ymit) n(y) 24 b(set) g(de\014nition.) p
-Ft 1943 5173 a(2) p 90 rotate dyy eop
+90 rotate dyy eop
%%Page: 3 3
3 2 bop Fh 575 448 a({) p Ft 41 w(If) 33 b(no) e(blending) h(attac) n
(k) g(can) f(reduce) h(the) g(anon) n(ymit) n(y) f(of) h(an) n(y) f
@@ -2112,8 +2102,7 @@
(closely) f(related) i(problem) d(|) h(for) g(example,) g(Mix-) 606
4924 y(master) k(2.0) i([MC00]) e(expired) i(old) f(en) n(tries) h(in) f
(the) h(repla) n(y) f(cac) n(he) i(when) f(it) f(had) h(to) r(o) g(man)
-n(y) -6 b(,) 23 b(pro) n(viding) p Ft 1943 5173 a(3) p
-90 rotate dyy eop
+n(y) -6 b(,) 23 b(pro) n(viding) p 90 rotate dyy eop
%%Page: 4 4
4 3 bop Fh 575 448 a({) p Ft 41 w(Messages) 26 b(ma) n(y) h(or) g(ma) n
(y) f(not) i(arriv) n(e) e(at) h(a) g(uniform) h(rate.) p
@@ -2205,7 +2194,7 @@
(forgotten\),) h(w) n(e) f(think) g(our) g(assumption) f(is) g
(reasonable;) h(w) n(e) g(will) 606 4924 y(ignore) e(repla) n(ys) f
(and) i(related) f(issues) f(for) g(the) i(rest) e(of) h(this) f(pap) r
-(er.) p Ft 1943 5173 a(4) p 90 rotate dyy eop
+(er.) p 90 rotate dyy eop
%%Page: 5 5
5 4 bop Fh 523 448 a(3.2) 95 b(Timed) 30 b(Mix) p Fk
523 606 a(Par) l(ameters:) p Fm 43 w(t) p Ft(,) d(p) r(erio) r(d.) p
@@ -2284,8 +2273,8 @@
Ft 45 w(The) i(minim) n(um) g(anon) n(ymit) n(y) e(set) h(is) g(0) g({)
g(no) g(messages) e(arriv) n(e) h(during) h(the) 523
4924 y(en) n(tire) d(time) h(p) r(erio) r(d.) g(The) g(maxim) n(um) f
-(anon) n(ymit) n(y) f(is) p Fm 28 w(n) p Ft(.) 1943 5173
-y(5) p 90 rotate dyy eop
+(anon) n(ymit) n(y) f(is) p Fm 28 w(n) p Ft(.) p 90 rotate
+dyy eop
%%Page: 6 6
6 5 bop Fk 523 448 a(Blending) 35 b(A) n(ttack) f(Behaviour:) p
Ft 51 w(This) e(design) g(giv) n(es) f(the) i(w) n(orst) e(case) h(of) g
@@ -2360,7 +2349,7 @@
(\014re) g(when) g(the) h(mix) f(is) g(completely) 523
4924 y(empt) n(y) -7 b(,) 28 b(e.g.,) p Fm 27 w(n) p
Ft 18 w(+) p Fm 18 w(f) p Ft 37 w(for) f(the) h(curren) n(t) e(mix) i
-(t) n(yp) r(e.) 1943 5173 y(6) p 90 rotate dyy eop
+(t) n(yp) r(e.) p 90 rotate dyy eop
%%Page: 7 7
7 6 bop Fk 523 448 a(Message) 28 b(Delay:) p Ft 41 w(The) c(minim) n
(um) i(dela) n(y) e(is) p Fm 24 w(\017) p Ft(,) h(the) g(maxim) n(um) g
@@ -2464,8 +2453,8 @@
(out.) h(Because) f(the) 523 4825 y(attac) n(k) n(er) h(is) h(not) g
(guaran) n(teed) f(to) h(\015ush) g(out) h(the) f(mix) h(completely) f
(or) g(to) g(\015ush) g(out) h(the) 523 4924 y(target) 27
-b(message,) f(the) i(attac) n(k) f(is) g(uncertain.) 1943
-5173 y(7) p 90 rotate dyy eop
+b(message,) f(the) i(attac) n(k) f(is) g(uncertain.) p
+90 rotate dyy eop
%%Page: 8 8
8 7 bop Fk 523 448 a(A) n(nalysis:) p Ft 40 w(Flushing) 24
b(out) g(the) h(mix:) g(after) p Fm 24 w(r) p Ft 27 w(rounds,) f(the) g
@@ -2537,8 +2526,8 @@
y(non-zero) 37 b(probabilit) n(y) g(that) i(an) n(y) f(giv) n(en) g
(message) f(could) h(remain) g(in) h(the) g(mix) f(for) g(an) 523
4924 y(arbitrarily) 26 b(long) h(time) h(ev) n(en) f(if) h(there) f
-(are) g(messages) f(\015o) n(wing) g(through) h(the) h(mix.) 1943
-5173 y(8) p 90 rotate dyy eop
+(are) g(messages) f(\015o) n(wing) g(through) h(the) h(mix.) p
+90 rotate dyy eop
%%Page: 9 9
9 8 bop Fk 523 448 a(A) n(nonymity:) p Ft 52 w(The) 36
b(timed) g(nature) f(of) g(this) h(mix) g(allo) n(ws) e(an) h
@@ -2641,8 +2630,8 @@
a(As) i(previously) h(men) n(tioned,) g(in) g(practice) h(there) f(is) f
(an) i(upp) r(er) f(limit) e(on) p Fi 24 w(b) p Fj 24
w(due) i(to) h(the) f(\014nite) h(memory) 606 4924 y(capacit) n(y) g
-(and/or) g(bandwidth) g(of) e(the) h(mix.) p Ft 1943
-5173 a(9) p 90 rotate dyy eop
+(and/or) g(bandwidth) g(of) e(the) h(mix.) p 90 rotate
+dyy eop
%%Page: 10 10
10 9 bop Ft 523 448 a(but) 19 b(this) g(approac) n(h) e(dela) n(ys) g
(all) i(the) g(messages) e(to) h(the) h(mix) g(b) n(y) p
@@ -2740,7 +2729,7 @@
(t) g(\015ushing,) h(th) n(us) 523 4825 y(reducing) e(the) h(c) n
(hance) f(of) h(a) f(message) f(remaining) h(in) h(the) g(constan) n
(t-p) r(o) r(ol) f(threshold) g(mix) 523 4924 y(p) r(er) h(unit) g
-(time.) 1922 5173 y(10) p 90 rotate dyy eop
+(time.) p 90 rotate dyy eop
%%Page: 11 11
11 10 bop Fk 523 448 a(Blending) 39 b(A) n(ttack) f(Behaviour:) p
Ft 55 w(The) f(in) n(tro) r(duction) f(of) g(the) h(dynamic) f
@@ -2834,7 +2823,7 @@
(insertions,) f(as) h(w) n(e) g(ha) n(v) n(e) h(b) r(een) g(assum-) 606
4924 y(ing,) g(will) g(mak) n(e) g(it) g(hard) h(to) g(determine) g
(times) e(of) i(higher) f(legitimate) h(tra\016c.) p
-Ft 1922 5173 a(11) p 90 rotate dyy eop
+90 rotate dyy eop
%%Page: 12 12
12 11 bop Ft 648 448 a(Ho) n(w) n(ev) n(er,) 30 b(w) n(e) i(could) h
(do) f(b) r(etter.) h(If) g(w) n(e) f(mak) n(e) g(it) h(hard) f(to) h
@@ -2928,8 +2917,7 @@
(c) n(hec) n(king) g(for) h(successful) f(deliv) n(ery) g(of) h(test) g
(messages) f(at) g(the) i(end) 523 4924 y(of) 27 b(the) g(cascade) f
([DS02) o(],) h(can) g(help) g(detect) g(misb) r(eha) n(ving) g(mixes) f
-(|) h(but) h(this) f(tec) n(hnique) 1922 5173 y(12) p
-90 rotate dyy eop
+(|) h(but) h(this) f(tec) n(hnique) p 90 rotate dyy eop
%%Page: 13 13
13 12 bop Ft 523 448 a(only) 27 b(w) n(orks) e(for) i(cascade) e(top) r
(ologies,) h(and) h(it) g(assumes) f(that) i(the) f(cascade) f(head) g
@@ -3023,8 +3011,8 @@
4845 y(the) f(pro) r(cess) f(with) g(p) r(erio) r(dic) g(cron) g
(scripts,) f(but) i(w) n(e) f(strongly) g(recommend) f(a) h(co) r
(ordinated) h(net) n(w) n(ork-) 606 4924 y(wide) f(p) r(olicy) g(that) g
-(all) f(users) h(and) g(mixes) e(follo) n(w.) p Ft 1922
-5173 a(13) p 90 rotate dyy eop
+(all) f(users) h(and) g(mixes) e(follo) n(w.) p 90 rotate
+dyy eop
%%Page: 14 14
14 13 bop Fh 523 448 a(5.4) 95 b(Making) 31 b(Messages) f
(Unrecognizable) p Ft 523 628 a(Link) 20 b(encryption) f(o\013ers) g
@@ -3111,8 +3099,8 @@
(system) g(in) g(the) h(future) f(to) g(remain) f(anon) n(ymous.) g
(This) h(w) n(eakness) 523 4924 y(is) 27 b(lik) n(ely) h(to) f(b) r(e) h
(exploited) f(b) n(y) h(the) g(attac) n(k) n(er) d(\(the) k(exact) e
-(details) g(dep) r(end,) h(of) g(course,) e(on) 1922
-5173 y(14) p 90 rotate dyy eop
+(details) g(dep) r(end,) h(of) g(course,) e(on) p 90 rotate
+dyy eop
%%Page: 15 15
15 14 bop Ft 523 448 a(ho) n(w) 35 b(the) h(securit) n(y) f(parameter) f
(is) h(calculated\).) g(F) -7 b(urther,) 36 b(an) f(attac) n(k) n(er) f
@@ -3227,7 +3215,7 @@
2145 4921 V Fl 141 w(1) p 2353 4921 V 2370 4921 V 2563
4921 V 300 w(\025) p Fm 22 w(n) p 2755 4921 V Ft 276
w(total) h(#) g(of) f(senders) p 3907 4921 V 523 4924
-3386 4 v 1922 5173 a(15) p 90 rotate dyy eop
+3386 4 v 90 rotate dyy eop
%%Page: 16 16
16 15 bop Fn 523 448 a(References) p Fq 523 639 a([BPS00]) 118
b(O.) 33 b(Berthold,) h(A.) f(P\014tzmann,) f(and) h(R.) g(Standtk) n
@@ -3313,8 +3301,7 @@
Fa 28 w(Privacy) j(Enhancing) 908 4475 y(T) -6 b(e) l(chnolo) l(gies) p
Fq 6 w(,) 28 b(LNCS.) d(San) g(F) -6 b(rancisco,) 27
b(CA,) f(2002.) p Fp 908 4566 a(http://petworkshop.org/2002/p) q(rogra)
-q(m.ht) q(ml) p Fq(.) p Ft 1922 5173 a(16) p 90 rotate
-dyy eop
+q(m.ht) q(ml) p Fq(.) p 90 rotate dyy eop
%%Trailer
end
userdict /end-hook known{end-hook}if
Index: taxonomy.tex
===================================================================
RCS file: /home/freehaven/cvsroot/doc/batching-taxonomy/taxonomy.tex,v
retrieving revision 1.32
retrieving revision 1.33
diff -u -d -r1.32 -r1.33
--- taxonomy.tex 22 Oct 2002 22:42:57 -0000 1.32
+++ taxonomy.tex 24 Oct 2002 10:08:52 -0000 1.33
@@ -14,7 +14,7 @@
\hyphenation{an-o-nym-i-ty}
\begin{document}
-\pagestyle{plain}
+%\pagestyle{plain}
%\title{Increasing the Cost of Active Attacks}
\title{From a Trickle to a Flood: Active Attacks on Several Mix Types}
@@ -695,7 +695,7 @@
refer to either constant or dynamic pool mixes.
When messages arrive at a constant rate of $1$ per period, Cottrell
-mixes are equivalent to both timed mixes and threshold-$1$
+mixes are equivalent to both timed pool mixes and threshold-$1$
constant-pool mixes. Specifically, if the rate $r$ of message arrival
is $1/t$, the mix will forward $1$ message in every period and
retain $\minf$ in the pool. For a general Cottrell mix, if the
@@ -1016,19 +1016,24 @@
rate of arrival of messages to the mixes that the target message will
go through \emph{at the time it will travel through them}. In other
words, the users need to be able to predict the traffic levels in the
-system in the future to remain anonymous. This weakness is likely to
-be exploited by the attacker (the exact details depend, of course, on
-how the security parameter is calculated). Further, an attacker able
-to insert arbitrary messages into the system will still be able to
-arbitrarily affect the input batch with which a target message enters
-any mix, regardless of the timing requirements of that message.
-(It is conceivable that combining SG mixes with reputation systems
-as in \cite{mix-acc} or \cite{casc-rep} might help.)
+system in the future to remain anonymous. This is likely to be
+exploited by the attacker (the exact details depend, of course, on how
+the security parameter is calculated). Furthermore, an active
+attacker is able to arbitrarily affect the levels of traffic in
+the mixes which the target message goes through. It is conceivable
+that combining SG mixes with reputation systems as in \cite{mix-acc}
+or \cite{casc-rep} might help.
Thus, we defer the evaluation of SG mixes to future work as the
precise details of parts of the protocol crucial to the security of
the system have not yet been worked out.
+\section{Acknowledgments}
+We gratefully acknowledge support of EPSRC grants GRN14872 Wide area
+Programming. We would also like to thank Andreas Pfitzmann for
+providing related work and Adam Back, George Danezis and the anonymous
+referees for comments on our paper.
+
\section{Conclusion}
We present a set of mixes and examine their
anonymity, message delay and blending attack properties. In
@@ -1036,20 +1041,21 @@
certain categories of vulnerability but emphasize that the cost and
worst case attack scenario are important qualities to consider.
-Simple timed mixes seem best for anonymity infrastructures that require
-low latency. On the other hand, if we do not need guaranteed low latency,
-adding a pool to the mix can significantly improve anonymity. Allowing the
-pool to process a fraction of waiting messages (above a certain threshold)
-each round further improves robustness against flooding attacks designed
-to flush out a target message.
+Simple timed mixes seem best for anonymity infrastructures that
+require low latency. On the other hand, if we do not need guaranteed
+low latency, adding a pool to the mix can significantly improve
+anonymity. Allowing the pool to process a fraction of waiting messages
+(above a certain threshold) each round further improves robustness
+against flooding attacks designed to flush out a target message.
%sustained flooding attacks designed to
%drive up message latency arbitrarily.
-Although we show the mixes to be rather vulnerable to active attacks, some
-avenues still have hope. The first of these is verification schemes. We
-also touch on cover traffic, a more widely used solution. We assess
-the cover traffic policy used in Mixmaster, point out weaknesses, and
-discuss some approaches to strengthening its dummy policy.
+Although we show the mixes to be rather vulnerable to active attacks,
+some avenues still have hope. The first of these is verification
+schemes. We also touch on cover traffic, a more widely used
+solution. We assess the cover traffic policy used in Mixmaster, point
+out weaknesses, and discuss some approaches to strengthening its dummy
+policy.
The paper can also be treated as a tutorial on the different styles of
mixes and as a recommendation to the Mixmaster implementors to alter
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